Muhammad Shafique

685 papers A* 59A 102B 55C 33Misc 23Journal 356Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI In Cybersecurity Education - Scalable Agentic CTF Design Principles and Educational Outcomes. CoRR Haoran Xi, Minghao Shao, Kimberly Milner, Venkata Sai Charan Putrevu, Nanda Rani, Meet Udeshi, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Siddharth Garg, Sandeep Kumar Shukla, Farshad Khorrami, Alon Hillel-Tuch, Muhammad Shafique, Ramesh Karri
2026	J	`jnl`	Comparative performance analysis of quantum machine learning architectures for credit card fraud detection. Appl. Intell. Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai
2026	J	`jnl`	Continual Learning-Guided Adaptive Approximate Computing for Real-Time MEA Spike Detection. IEEE Trans. Circuits Syst. II Express Briefs Mishal Fatima Minhas, Falah Awwad, Osman Hassan, Muhammad Shafique
2026	J	`jnl`	CyberExplorer: Benchmarking LLM Offensive Security Capabilities in a Real-World Attacking Simulation Environment. CoRR Nanda Rani, Kimberly Milner, Minghao Shao, Meet Udeshi, Haoran Xi, Venkata Sai Charan Putrevu, Saksham Aggarwal, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Muhammad Shafique, Ramesh Karri
2026	J	`jnl`	Do Not Leave a Gap: Hallucination-Free Object Concealment in Vision-Language Models. CoRR Amira Guesmi, Muhammad Shafique
2026	J	`jnl`	GroundCount: Grounding Vision-Language Models with Object Detection for Mitigating Counting Hallucinations. CoRR Boyuan Chen, Minghao Shao, Siddharth Garg, Ramesh Karri, Muhammad Shafique
2026	J	`jnl`	KASPER: Kolmogorov Arnold Networks for Stock Prediction and Explainable Regimes. Trans. Mach. Learn. Res. Vidhi Oad, Param Pathak, Nouhaila Innan, Shalini Devendrababu, Muhammad Shafique
2026	A*	`conf`	MetaCipher: A Time-Persistent and Universal Multi-Agent Framework for Cipher-Based Jailbreak Attacks for LLMs. AAAI Boyuan Chen, Minghao Shao, Abdul Basit, Siddharth Garg, Muhammad Shafique
2026	J	`jnl`	PatchBlock: A Lightweight Defense Against Adversarial Patches for Embedded EdgeAI Devices. CoRR Nandish Chattopadhyay, Abdul Basit, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2026	J	`jnl`	QSLM: A Performance- and Memory-aware Quantization Framework with Tiered Search Strategy for Spike-driven Language Models. CoRR Rachmad Vidya Wicaksana Putra, Pasindu Wickramasinghe, Muhammad Shafique
2026	J	`jnl`	Quantum vs. Classical Machine Learning: A Benchmark Study for Financial Prediction. CoRR Rehan Ahmad, Muhammad Kashif, Nouhaila Innan, Muhammad Shafique
2026	J	`jnl`	SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-Based Embedded AI Systems. IEEE Trans. Artif. Intell. Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2026	J	`jnl`	Synthesis-in-the-Loop Evaluation of LLMs for RTL Generation: Quality, Reliability, and Failure Modes. CoRR Weimin Fu, Zeng Wang, Minghao Shao, Ramesh Karri, Muhammad Shafique, Johann Knechtel, Ozgur Sinanoglu, Xiaolong Guo
2026	A*	`conf`	Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark. AAAI Minghao Shao, Nanda Rani, Kimberly Milner, Haoran Xi, Meet Udeshi, Saksham Aggarwal, Venkata Sai Charan Putrevu, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2026	J	`jnl`	TrojanGYM: A Detector-in-the-Loop LLM for Adaptive RTL Hardware Trojan Insertion. CoRR Saideep Sreekumar, Zeng Wang, Akashdeep Saha, Weihua Xiao, Minghao Shao, Muhammad Shafique, Ozgur Sinanoglu, Ramesh Karri, Johann Knechtel
2026	J	`jnl`	scaleTRIM: Scalable TRuncation-Based Integer Approximate Multiplier With Linearization and Compensation. IEEE Access Ebrahim Farahmand, Mohammad Javad Askarizadeh, Ali Mahani, Behnam Ghavami, Hassan Ghasemzadeh, Muhammad Abdullah Hanif, Muhammad Shafique
2025	J	`jnl`	A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection. CoRR Abhishek Sawaika, Swetang Krishna, Tushar Tomar, Durga Pritam Suggisetti, Aditi Lal, Tanmaya Shrivastav, Nouhaila Innan, Muhammad Shafique
2025	J	`jnl`	A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges. CoRR Nandish Chattopadhyay, Abdul Basit, Bassem Ouni, Muhammad Shafique
2025	A*	`conf`	ADVeRL-ELF: ADVersarial ELF Malware Generation using Reinforcement Learning. DAC Akshara Ravi, Vivek Chaturvedi, Muhammad Shafique
2025	—	`conf`	Adversarial and Backdoor Threats in Autonomous-Vehicle and Embodied-AI Systems. SOCC Muhammad Shafique, Muhammad Abdullah Hanif, Amira Guesmi, Nandish Chattopadhyay, Bassem Ouni
2025	J	`jnl`	Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications. ACM Comput. Surv. Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris
2025	J	`jnl`	AudioScene: Integrating Object-Event Audio into 3D Scenes. CoRR Shuaihang Yuan, Congcong Wen, Muhammad Shafique, Anthony Tzes, Yi Fang
2025	B	`conf`	BRAVE: Brain-Controlled Prosthetic Arm with Voice Integration and Embodied Learning for Enhanced Mobility. IJCNN Abdul Basit, Maha Nawaz, Muhammad Shafique
2025	J	`jnl`	BRAVE: Brain-Controlled Prosthetic Arm with Voice Integration and Embodied Learning for Enhanced Mobility. CoRR Abdul Basit, Maha Nawaz, Muhammad Shafique
2025	J	`jnl`	Benchmarking VQE Configurations: Architectures, Initializations, and Optimizers for Silicon Ground State Energy. CoRR Zakaria Boutakka, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai, Zoubida Sakhi
2025	J	`jnl`	Breaking the Limits of Quantization-Aware Defenses: QADT-R for Robustness Against Patch-Based Adversarial Attacks in QNNs. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2025	B	`conf`	CA-U-Net: Context Aware U-Net For Brain Tumor Segmentation. IJCNN Krishen Jagani, Muhammad Abdullah Hanif, J. Angel Arul Jothi, Muhammad Shafique
2025	J	`jnl`	CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution. CoRR Minghao Shao, Haoran Xi, Nanda Rani, Meet Udeshi, Venkata Sai Charan Putrevu, Kimberly Milner, Brendan Dolan-Gavitt, Sandeep Kumar Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2025	J	`jnl`	CapsBeam: Accelerating Capsule Network based Beamformer for Ultrasound Non-Steered Plane Wave Imaging on Field Programmable Gate Array. CoRR T. P. Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique
2025	J	`jnl`	CapsBeam: Accelerating Capsule Network-Based Beamformer for Ultrasound Nonsteered Plane-Wave Imaging on Field-Programmable Gate Array. IEEE Trans. Very Large Scale Integr. Syst. T. P. Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique
2025	A*	`conf`	CognitiveArm: Enabling Real-Time EEG-Controlled Prosthetic Arm Using Embodied Machine Learning. DAC Abdul Basit, Maha Nawaz, Saim Rehman, Muhammad Shafique
2025	J	`jnl`	CognitiveArm: Enabling Real-Time EEG-Controlled Prosthetic Arm Using Embodied Machine Learning. CoRR Abdul Basit, Maha Nawaz, Saim Rehman, Muhammad Shafique
2025	A*	`conf`	Computational Advantage in Hybrid Quantum Neural Networks: Myth or Reality? DAC Muhammad Kashif, Alberto Marchisio, Muhammad Shafique
2025	J	`jnl`	Continual Learning With Neuromorphic Computing: Foundations, Methods, and Emerging Applications. IEEE Access Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique
2025	J	`jnl`	D-CIPHER: Dynamic Collaborative Intelligent Agents with Planning and Heterogeneous Execution for Enhanced Reasoning in Offensive Security. CoRR Meet Udeshi, Minghao Shao, Haoran Xi, Nanda Rani, Kimberly Milner, Venkata Sai Charan Putrevu, Brendan Dolan-Gavitt, Sandeep Kumar Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2025	J	`jnl`	DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense. CoRR Amira Guesmi, Muhammad Shafique
2025	A*	`conf`	ESM: A Framework for Building Effective Surrogate Models for Hardware-Aware Neural Architecture Search. DAC Azaz-Ur-Rehman Nasir, Samroz Ahmad Shoaib, Muhammad Abdullah Hanif, Muhammad Shafique
2025	J	`jnl`	ESM: A Framework for Building Effective Surrogate Models for Hardware-Aware Neural Architecture Search. CoRR Azaz-Ur-Rehman Nasir, Samroz Ahmad Shoaib, Muhammad Abdullah Hanif, Muhammad Shafique
2025	J	`jnl`	EVDO: An Enhanced Framework for Deepfake Detection in Videos Through Optical Flow and Temporal-Spatial Analysis. IEEE Access Mohammed Mouad Melouk, Minghao Shao, Abdul Basit, Chaimae Abouzahir, Ruilin Zhou, Muhammad Shafique
2025	A*	`conf`	EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities. ICML Talor Abramovich, Meet Udeshi, Minghao Shao, Kilian Lieret, Haoran Xi, Kimberly Milner, Sofija Jancheska, John Yang, Carlos E. Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik R. Narasimhan, Ramesh Karri, Ofir Press
2025	B	`conf`	Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems. IJCNN Rachmad Vidya Wicaksana Putra, Pasindu Wickramasinghe, Muhammad Shafique
2025	J	`jnl`	Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems. CoRR Rachmad Vidya Wicaksana Putra, Pasindu Wickramasinghe, Muhammad Shafique
2025	J	`jnl`	FAQNAS: FLOPs-aware Hybrid Quantum Neural Architecture Search using Genetic Algorithm. CoRR Muhammad Kashif, Shaf Khalid, Alberto Marchisio, Nouhaila Innan, Muhammad Shafique
2025	J	`jnl`	FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays. CoRR T. P. Abdul Rahoof, Vivek Chaturvedi, Muhammad Shafique
2025	J	`jnl`	FeatuReBeam: Efficient Beamforming for High-Frame Ultrasound Imaging Using Adaptive Feature Reuse With (m,k)-Guarantee. IEEE Access T. P. Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique, Gang Quan
2025	J	`jnl`	From Trace to Line: LLM Agent for Real-World OSS Vulnerability Localization. CoRR Haoran Xi, Minghao Shao, Brendan Dolan-Gavitt, Muhammad Shafique, Ramesh Karri
2025	J	`jnl`	Graph-Based Bayesian Optimization for Quantum Circuit Architecture Search with Uncertainty Calibrated Surrogates. CoRR Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique, Rajeev Singh
2025	B	`conf`	Hy-Deft: A Hybrid Defense Technique for Vision Transformers against Adversarial Attacks in Medical Imaging. IJCNN Neha A S, Vivek Chaturvedi, Muhammad Shafique
2025	J	`jnl`	IQNN-CS: Interpretable Quantum Neural Network for Credit Scoring. CoRR Abdul Samad Khan, Nouhaila Innan, Aeysha Khalique, Muhammad Shafique
2025	J	`jnl`	KASPER: Kolmogorov Arnold Networks for Stock Prediction and Explainable Regimes. CoRR Vidhi Oad, Param Pathak, Nouhaila Innan, Shalini D, Muhammad Shafique
2025	J	`jnl`	LPCR: Information-Theory-Based Low-Power Code Reordering for Serial Links in Network-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Morteza Adelkhani, Ali Suvizi, Farzaneh Arzaghi, Sara Zamani, Mohammad Salehi, Muhammad Shafique
2025	B	`conf`	MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption. IJCNN Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira
2025	J	`jnl`	MetaCipher: A General and Extensible Reinforcement Learning Framework for Obfuscation-Based Jailbreak Attacks on Black-Box LLMs. CoRR Boyuan Chen, Minghao Shao, Abdul Basit, Siddharth Garg, Muhammad Shafique
2025	J	`jnl`	MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks. CoRR Lotfi Abdelkrim Mecharbat, Alberto Marchisio, Muhammad Shafique, Mohammad M. Ghassemi, Tuka Alhanai
2025	B	`conf`	Model Cascading for Code: A Cascaded Black-Box Multi-Model Framework for Cost-Efficient Code Completion with Self-Testing. IJCNN Boyuan Chen, Mingzhi Zhu, Brendan Dolan-Gavitt, Muhammad Shafique, Siddharth Garg
2025	J	`jnl`	NetDeTox: Adversarial and Efficient Evasion of Hardware-Security GNNs via RL-LLM Orchestration. CoRR Zeng Wang, Minghao Shao, Akashdeep Saha, Ramesh Karri, Johann Knechtel, Muhammad Shafique, Ozgur Sinanoglu
2025	C	`conf`	Neuromorphic Computing for Embodied Intelligence in Autonomous Systems: Current Trends, Challenges, and Future Directions. IOLTS Alberto Marchisio, Muhammad Shafique
2025	J	`jnl`	Neuromorphic Computing for Embodied Intelligence in Autonomous Systems: Current Trends, Challenges, and Future Directions. CoRR Alberto Marchisio, Muhammad Shafique
2025	C	`conf`	Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy. IOLTS Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique
2025	B	`conf`	Noisy HQNNs: A Comprehensive Analysis of Noise Robustness in Hybrid Quantum Neural Networks. IJCNN Tasnim Ahmed, Alberto Marchisio, Muhammad Kashif, Muhammad Shafique
2025	J	`jnl`	PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation. CoRR Abdul Basit, Minghao Shao, Muhammad Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique
2025	J	`jnl`	PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset. CoRR Haider Asif, Abdul Basit, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique
2025	B	`conf`	Position Paper: Quantum Neural Networks - A Paradigm Shift in AI or a Theoretical Promise? IJCNN Muhammad Kashif, Muhammad Shafique
2025	J	`jnl`	QFAL: Quantum Federated Adversarial Learning. CoRR Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique
2025	—	`conf`	QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection. QSW Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique
2025	J	`jnl`	QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges. CoRR Abdul Basit, Minghao Shao, Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique
2025	B	`conf`	QSViT: A Methodology for Quantizing Spiking Vision Transformers. IJCNN Rachmad Vidya Wicaksana Putra, Saad Iftikhar, Muhammad Shafique
2025	J	`jnl`	QSViT: A Methodology for Quantizing Spiking Vision Transformers. CoRR Rachmad Vidya Wicaksana Putra, Saad Iftikhar, Muhammad Shafique
2025	J	`jnl`	QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution. CoRR Siddhant Dutta, Nouhaila Innan, Khadijeh Najafi, Sadok Ben Yahia, Muhammad Shafique
2025	B	`conf`	Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection. IJCNN Owais Ishtiaq Siddiqui, Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique
2025	J	`jnl`	Quantum Computing Research in the Arab World. Commun. ACM Nouhaila Innan, Mohamed Bennai, Muhammad Shafique, Moustafa Youssef
2025	J	`jnl`	RL-TIME: Reinforcement Learning-based Task Replication in Multicore Embedded Systems. CoRR Roozbeh Siyadatzadeh, Mohsen Ansari, Muhammad Shafique, Alireza Ejlali
2025	B	`conf`	ROVER: Autonomous Open-Vocabulary Object Searching in Unexplored Environments Using VLM-Driven Scene Understanding. IJCNN Abdul Basit, Niraj Pudasaini, Muhammad Shafique
2025	A*	`conf`	Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems. DAC Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique
2025	J	`jnl`	Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems. CoRR Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique
2025	J	`jnl`	RobQFL: Robust Quantum Federated Learning in Adversarial Environment. CoRR Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Muhammad Shafique, Mohamed Bennai
2025	J	`jnl`	SALAD: Systematic Assessment of Machine Unlearing on LLM-Aided Hardware Design. CoRR Zeng Wang, Minghao Shao, Rupesh Raj Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel
2025	—	`conf`	SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design. MLCAD Zeng Wang, Minghao Shao, Rupesh Raj Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel
2025	B	`conf`	ShrinkBox: Backdoor Attack on Object Detection to Disrupt Collision Avoidance in Machine Learning-based Advanced Driver Assistance Systems. IJCNN Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	ShrinkBox: Backdoor Attack on Object Detection to Disrupt Collision Avoidance in Machine Learning-based Advanced Driver Assistance Systems. CoRR Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	SpiKernel: A Kernel Size Exploration Methodology for Improving Accuracy of the Embedded Spiking Neural Network Systems. IEEE Embed. Syst. Lett. Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2025	J	`jnl`	SpikeVox: Towards Energy-Efficient Speech Therapy Framework with Spike-driven Generative Language Models. CoRR Rachmad Vidya Wicaksana Putra, Aadithyan Rajesh Nair, Muhammad Shafique
2025	J	`jnl`	Survey on Backdoor Attacks on Deep Learning: Current Trends, Categorization, Applications, Research Challenges, and Future Prospects. IEEE Access Muhammad Abdullah Hanif, Nandish Chattopadhyay, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	SwitchMT: An Adaptive Context Switching Methodology for Scalable Multi-Task Learning in Intelligent Autonomous Agents. CoRR Avaneesh Devkota, Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2025	J	`jnl`	TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2025	B	`conf`	TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems. IJCNN Eugenio Ressa, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2025	J	`jnl`	Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark. CoRR Minghao Shao, Nanda Rani, Kimberly Milner, Haoran Xi, Meet Udeshi, Saksham Aggarwal, Venkata Sai Charan Putrevu, Sandeep Kumar Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2025	J	`jnl`	TransInferSim: Toward Fast and Accurate Evaluation of Embedded Hardware Accelerators for Transformer Networks. IEEE Access Jan Klhufek, Alberto Marchisio, Vojtech Mrazek, Lukás Sekanina, Muhammad Shafique
2025	J	`jnl`	TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2025	J	`jnl`	TrojanLoC: LLM-based Framework for RTL Trojan Localization. CoRR Weihua Xiao, Zeng Wang, Minghao Shao, Raghu Vamshi Hemadri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel, Siddharth Garg, Ramesh Karri
2025	J	`jnl`	VeriContaminated: Assessing LLM-Driven Verilog Coding for Data Contamination. CoRR Zeng Wang, Minghao Shao, Jitendra Bhandari, Likhitha Mankali, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel
2025	—	`conf`	VulScan-LT: A Lightweight Transformer-Based Software Vulnerability Scanning Tool for Resource-Constrained Edge Devices. SPACE Dev Saini, Vivek Chaturvedi, Muhammad Shafique
2024	J	`jnl`	A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends. IEEE Access Abolfazl Younesi, Mohsen Ansari, MohammadAmin Fazli, Alireza Ejlali, Muhammad Shafique, Jörg Henkel
2024	J	`jnl`	A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends. CoRR Abolfazl Younesi, Mohsen Ansari, MohammadAmin Fazli, Alireza Ejlali, Muhammad Shafique, Jörg Henkel
2024	J	`jnl`	A Methodology for Improving Accuracy of Embedded Spiking Neural Networks through Kernel Size Scaling. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2024	C	`conf`	A Methodology to Study the Impact of Spiking Neural Network Parameters Considering Event-Based Automotive Data. ICARCV Iqra Bano, Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	J	`jnl`	A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data. CoRR Iqra Bano, Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	B	`conf`	A Novel Weakly Supervised Semantic Segmentation Ensemble Framework for Medical Imaging. IJCNN Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique
2024	J	`jnl`	A Quality-Aware Voltage Overscaling Framework to Improve the Energy Efficiency and Lifetime of TPUs Based on Statistical Error Modeling. IEEE Access Alireza Senobari, Jafar Vafaei, Omid Akbari, Christian Hochberger, Muhammad Shafique
2024	J	`jnl`	A Quality-Aware Voltage Overscaling Framework to Improve the Energy Efficiency and Lifetime of TPUs based on Statistical Error Modeling. CoRR Alireza Senobari, Jafar Vafaei, Omid Akbari, Christian Hochberger, Muhammad Shafique
2024	J	`jnl`	A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Trans. Artif. Intell. Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2024	J	`jnl`	A Two-Level Thermal Cycling-Aware Task Mapping Technique for Reliability Management in Manycore Systems. IEEE Access Fatemeh Hossein Khani, Omid Akbari, Muhammad Shafique
2024	J	`jnl`	A Two-Level Thermal Cycling-aware Task Mapping Technique for Reliability Management in Manycore Systems. CoRR Fatemeh Hossein Khani, Omid Akbari, Muhammad Shafique
2024	J	`jnl`	AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling. CoRR Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique
2024	B	`conf`	AdvART: Adversarial Art for Camouflaged Object Detection Attacks. ICIP Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani
2024	—	`conf`	AdvQuNN: A Methodology for Analyzing the Adversarial Robustness of Quanvolutional Neural Networks. QSW Walid El Maouaki, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique
2024	—	`conf`	Advancing Healthcare in Low-Resource Environments Through an Optimization and Deployment Framework for Medical Multimodal Large Language Models. BHI Aya El Mir, Lukelo Thadei Luoga, Boyuan Chen, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	An Edge-Based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-Encoder. IEEE Access Amin Kargar-Barzi, Ebrahim Farahmand, Nooshin Taheri-Chatrudi, Ali Mahani, Muhammad Shafique
2024	J	`jnl`	An Empirical Evaluation of LLMs for Solving Offensive Security Challenges. CoRR Minghao Shao, Boyuan Chen, Sofija Jancheska, Brendan Dolan-Gavitt, Siddharth Garg, Ramesh Karri, Muhammad Shafique
2024	—	`ch.`	An Off-Chip Memory Access Optimization for Embedded Deep Learning Systems. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2024	B	`conf`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. ICIP Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	J	`jnl`	Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Shafique
2024	C	`conf`	Camo-DNN: Layer Camouflaging to Protect DNNs against Timing Side-Channel Attacks. IOLTS Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
2024	J	`jnl`	Comparative Performance Analysis of Quantum Machine Learning Architectures for Credit Card Fraud Detection. CoRR Mansour El Alami, Nouhaila Innan, Muhammad Shafique, Mohamed Bennai
2024	J	`jnl`	Continual Learning with Neuromorphic Computing: Theories, Methods, and Applications. CoRR Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad, Osman Hasan, Muhammad Shafique
2024	J	`jnl`	Corrections to "A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends". IEEE Access Abolfazl Younesi, Mohsen Ansari, MohammadAmin Fazli, Alireza Ejlali, Muhammad Shafique, Jörg Henkel
2024	B	`conf`	CuriousRL: Curiosity-Driven Reinforcement Learning for Adaptive Locomotion in Quadruped Robots. IJCNN Sushil Bohara, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	Cutting is All You Need: Execution of Large-Scale Quantum Neural Networks on Limited-Qubit Devices. CoRR Alberto Marchisio, Emman Sychiuco, Muhammad Kashif, Muhammad Shafique
2024	A*	`conf`	DAP: A Dynamic Adversarial Patch for Evading Person Detectors. CVPR Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2024	A	`conf`	DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems. IROS Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems. CoRR Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	DREAMx: A Data-Driven Error Estimation Methodology for Adders Composed of Cascaded Approximate Units. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Muhammad Abdullah Hanif, Ayoub Arous, Muhammad Shafique
2024	A*	`conf`	Defending against Adversarial Patches using Dimensionality Reduction. DAC Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	Democratizing MLLMs in Healthcare: TinyLLaVA-Med for Efficient Healthcare Diagnostics in Resource-Constrained Settings. CoRR Aya El Mir, Lukelo Thadei Luoga, Boyuan Chen, Muhammad Abdullah Hanif, Muhammad Shafique
2024	C	`conf`	EISFINN: On the Role of Efficient Importance Sampling in Fault Injection Campaigns for Neural Network Robustness Analysis. IOLTS Alessio Colucci, Andreas Steininger, Muhammad Shafique
2024	J	`jnl`	Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs. CoRR Erik Ostrowski, Muhammad Shafique
2024	—	`book`	Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Sudeep Pasricha, Muhammad Shafique
2024	—	`conf`	Embedded-ViT: A Framework for Embedded Deployment of Vision-Transformer in Medical Applications. ISVC (2) Erik Ostrowski, Muhammad Shafique
2024	C	`conf`	Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack. ICARCV Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Fakhreddine Zayer, Jorge Dias, Muhammad Shafique
2024	J	`jnl`	Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack. CoRR Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Fakhreddine Zayer, Jorge Dias, Muhammad Shafique
2024	J	`jnl`	EnIGMA: Enhanced Interactive Generative Model Agent for CTF Challenges. CoRR Talor Abramovich, Meet Udeshi, Minghao Shao, Kilian Lieret, Haoran Xi, Kimberly Milner, Sofija Jancheska, John Yang, Carlos E. Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik Narasimhan, Ramesh Karri, Ofir Press
2024	J	`jnl`	Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition. CoRR Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach. CoRR Amira Guesmi, Nishant Suresh Aswani, Muhammad Shafique
2024	J	`jnl`	Exploring the Robustness and Transferability of Patch-Based Adversarial Attacks in Quantized Neural Networks. CoRR Amira Guesmi, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	FL-QDSNNs: Federated Learning with Quantum Dynamic Spiking Neural Networks. CoRR Nouhaila Innan, Alberto Marchisio, Muhammad Shafique
2024	J	`jnl`	FRNet: A Feature-Rich CNN Architecture to Defend Against Adversarial Attacks. IEEE Access Neha A S, Vivek Chaturvedi, Muhammad Shafique
2024	C	`conf`	FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data Through Learning Rate Enhancements for Autonomous Embedded Systems. ICARCV Iqra Bano, Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	J	`jnl`	FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems. CoRR Iqra Bano, Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	B	`conf`	FedQNN: Federated Learning using Quantum Neural Networks. IJCNN Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai
2024	J	`jnl`	FedQNN: Federated Learning using Quantum Neural Networks. CoRR Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai
2024	J	`jnl`	Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML. CoRR Siddhant Dutta, Pavana P. Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira
2024	J	`jnl`	GAP: Game Theory-Based Approach for Reliability and Power Management in Emerging Fog Computing. CoRR Abolfazl Younesi, Mohsen Ansari, Alireza Ejlali, MohammadAmin Fazli, Muhammad Shafique, Jörg Henkel
2024	J	`jnl`	HASNAS: A Hardware-Aware Spiking Neural Architecture Search Framework for Neuromorphic Compute-in-Memory Systems. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2024	B	`conf`	Investigating the Effect of Noise on the Training Performance of Hybrid Quantum Neural Networks. IJCNN Muhammad Kashif, Emman Sychiuco, Muhammad Shafique
2024	—	`conf`	J-Net: A Low-Resolution Lightweight Neural Network for Semantic Segmentation in the Medical Field for Embedded Deployment. ISVC (1) Erik Ostrowski, Muhammad Shafique
2024	J	`jnl`	LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks. CoRR Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique
2024	J	`jnl`	MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption. CoRR Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David Esteban Bernal Neira
2024	J	`jnl`	MTSpark: Enabling Multi-Task Learning with Spiking Neural Networks for Generalist Agents. CoRR Avaneesh Devkota, Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2024	—	`ch.`	Massively Parallel Neural Processing Array (MPNA): A CNN Accelerator for Embedded Systems. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices. CoRR Abdul Basit, Khizar Hussain, Muhammad Abdullah Hanif, Muhammad Shafique
2024	C	`conf`	MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System. ICARCV Maha Nawaz, Abdul Basit, Muhammad Shafique
2024	J	`jnl`	MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System. CoRR Maha Nawaz, Abdul Basit, Muhammad Shafique
2024	J	`jnl`	Model Cascading for Code: Reducing Inference Costs with Model Cascading for LLM Based Code Generation. CoRR Boyuan Chen, Mingzhi Zhu, Brendan Dolan-Gavitt, Muhammad Shafique, Siddharth Garg
2024	A*	`conf`	NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security. NeurIPS Minghao Shao, Sofija Jancheska, Meet Udeshi, Brendan Dolan-Gavitt, Haoran Xi, Kimberly Milner, Boyuan Chen, Max Yin, Siddharth Garg, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2024	J	`jnl`	NYU CTF Dataset: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security. CoRR Minghao Shao, Sofija Jancheska, Meet Udeshi, Brendan Dolan-Gavitt, Haoran Xi, Kimberly Milner, Boyuan Chen, Max Yin, Siddharth Garg, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique
2024	J	`jnl`	Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous Vehicles. CoRR Amira Guesmi, Muhammad Shafique
2024	J	`jnl`	PENDRAM: Enabling High-Performance and Energy-Efficient Processing of Deep Neural Networks through a Generalized DRAM Data Mapping Policy. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2024	Misc	`conf`	PO-QA: A Framework for Portfolio Optimization using Quantum Algorithms. QCE Kamila Zaman, Alberto Marchisio, Muhammad Kashif, Muhammad Shafique
2024	Misc	`conf`	QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction. QCE Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique
2024	J	`jnl`	QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction. CoRR Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique
2024	J	`jnl`	QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection. CoRR Nouhaila Innan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai
2024	Misc	`conf`	Quantum Clustering for Cybersecurity. QCE Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique
2024	J	`jnl`	Quantum Clustering for Cybersecurity. CoRR Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique
2024	J	`jnl`	Representing Neural Network Layers as Linear Operations via Koopman Operator Theory. CoRR Nishant Suresh Aswani, Saif Eddin Jabari, Muhammad Shafique
2024	J	`jnl`	ResQuNNs: Towards Enabling Deep Learning in Quantum Convolution Neural Networks. CoRR Muhammad Kashif, Muhammad Shafique
2024	C	`conf`	RoboMed: On-Premise Medical Assistance Leveraging Large Language Models in Robotics. ICARCV Abdul Basit, Khizar Hussain, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather. CoRR Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Muhammad Shafique
2024	B	`conf`	S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks. IJCNN Neha A S, Vivek Chaturvedi, Muhammad Shafique
2024	J	`jnl`	S-E Pipeline: A Vision Transformer (ViT) based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks. CoRR Neha A S, Vivek Chaturvedi, Muhammad Shafique
2024	J	`jnl`	SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation. IEEE Access Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2024	C	`conf`	SBanTEM: A Novel Methodology for Sparse Band Tensors as Soft-Error Mitigation in Sparse Convolutional Neural Networks. IOLTS Alessio Colucci, Andreas Steininger, Muhammad Shafique
2024	J	`jnl`	SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents. CoRR Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	J	`jnl`	SNN4Agents: a framework for developing energy-efficient embodied spiking neural networks for autonomous agents. Frontiers Robotics AI Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique
2024	C	`conf`	SPAQ-DL-SLAM: Towards Optimizing Deep Learning-Based SLAM for Resource-Constrained Embedded Platforms. ICARCV Niraj Pudasaini, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	SPAQ-DL-SLAM: Towards Optimizing Deep Learning-based SLAM for Resource-Constrained Embedded Platforms. CoRR Niraj Pudasaini, Muhammad Abdullah Hanif, Muhammad Shafique
2024	A	`conf`	SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. IROS Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique
2024	J	`jnl`	SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Bassem Ouni, Muhammad Shafique
2024	—	`ch.`	SoC-GANs: Energy-Efficient Memory Management for System-on-Chip Generative Adversarial Networks. Embedded Machine Learning for Cyber-Physical, IoT, and Edge Computing: Hardware Architectures Rehan Ahmed, Muhammad Zuhaib Akbar, Muhammad Abdullah Hanif, Muhammad Shafique
2024	J	`jnl`	SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network Systems. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2024	J	`jnl`	Survey of Different Large Language Model Architectures: Trends, Benchmarks, and Challenges. IEEE Access Minghao Shao, Abdul Basit, Ramesh Karri, Muhammad Shafique
2024	J	`jnl`	Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges. CoRR Minghao Shao, Abdul Basit, Ramesh Karri, Muhammad Shafique
2024	—	`conf`	The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms. ICRC Muhammad Kashif, Muhammad Shafique
2024	A	`conf`	Tiny- VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging. DATE T. P. Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique
2024	J	`jnl`	TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems. CoRR Eugenio Ressa, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2024	J	`jnl`	UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks. Mach. Learn. Mahum Naseer, Bharath Srinivas Prabakaran, Osman Hasan, Muhammad Shafique
2024	—	`conf`	Zero-shot Object Navigation with Vision-Language Foundation Models Reasoning. ICARA Shuaihang Yuan, Muhammad Shafique, Mohamed Riyadh Baghdadi, Farshad Khorrami, Anthony Tzes, Yi Fang
2024	B	`conf`	tinyDigiClones: A Multi-Modal LLM-Based Framework for Edge-optimized Personalized Avatars. IJCNN Abdul Basit, Muhammad Shafique
2023	J	`jnl`	$\tt{PoisonedGNN}$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems. IEEE Trans. Computers Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
2023	J	`jnl`	A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks. CoRR Farzad Nikfam, Raffaele Casaburi, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2023	J	`jnl`	A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks. Inf. Farzad Nikfam, Raffaele Casaburi, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2023	J	`jnl`	A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead. CoRR Kamila Zaman, Alberto Marchisio, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	A	`conf`	ATLAS: Aging-Aware Task Replication for Multicore Safety-Critical Systems. RTAS Mohsen Ansari, Sepideh Safari, Amir Yeganeh-Khaksar, Roozbeh Siyadatzadeh, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali
2023	J	`jnl`	AdvART: Adversarial Art for Camouflaged Object Detection Attacks. CoRR Amira Guesmi, Ioan Marius Bilasco, Muhammad Shafique, Ihsen Alouani
2023	J	`jnl`	AdvRain: Adversarial Raindrops to Attack Camera-Based Smart Vision Systems. Inf. Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	An Energy-Efficient Generic Accuracy Configurable Multiplier Based on Block-Level Voltage Overscaling. CoRR Ali Akbar Bahoo, Omid Akbari, Muhammad Shafique
2023	J	`jnl`	An Energy-Efficient Generic Accuracy Configurable Multiplier Based on Block-Level Voltage Overscaling. IEEE Trans. Emerg. Top. Comput. Ali Akbar Bahoo, Omid Akbari, Muhammad Shafique
2023	J	`jnl`	Approximate Computing Survey, Part I: Terminology and Software & Hardware Approximation Techniques. CoRR Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris
2023	J	`jnl`	Approximate Computing Survey, Part II: Application-Specific & Architectural Approximation Techniques and Applications. CoRR Vasileios Leon, Muhammad Abdullah Hanif, Giorgos Armeniakos, Xun Jiao, Muhammad Shafique, Kiamal Z. Pekmestzi, Dimitrios Soudris
2023	J	`jnl`	AutoEnsemble: Automated Ensemble Search Framework for Semantic Segmentation Using Image Labels. CoRR Erik Ostrowski, Muhammad Shafique
2023	J	`jnl`	BoundaryCAM: A Boundary-based Refinement Framework for Weakly Supervised Semantic Segmentation of Medical Images. CoRR Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique
2023	J	`jnl`	CAE-CNNLoc: An Edge-based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-Encoder. CoRR Amin Kargar-Barzi, Ebrahim Farahmand, Ali Mahani, Muhammad Shafique
2023	—	`conf`	Cross-Layer Approximations for System-Level Optimizations: Challenges and Opportunities. DSN-W Jorge Castro-Godínez, Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders. Inf. Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2023	J	`jnl`	DAP: A Dynamic Adversarial Patch for Evading Person Detectors. CoRR Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing. CoRR Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
2023	J	`jnl`	DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	Delay Prediction for ASIC HLS: Comparing Graph-Based and Nongraph-Based Learning Models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Sayandip De, Muhammad Shafique, Henk Corporaal
2023	J	`jnl`	Design and Analysis of High Performance Heterogeneous Block-based Approximate Adders. ACM Trans. Embed. Comput. Syst. Ebrahim Farahmand, Ali Mahani, Muhammad Abdullah Hanif, Muhammad Shafique
2023	A*	`conf`	Emerging Trends in Multi-Accelerator and Distributed System for ML: Devices, Architectures, Tools and Applications. DAC Muhammad Shafique
2023	J	`jnl`	EnforceSNN: Enabling Resilient and Energy-Efficient Spiking Neural Network Inference considering Approximate DRAMs for Embedded Systems. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2023	—	`conf`	Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition. CLAI Unconf Nishant Suresh Aswani, Amira Guesmi, Muhammad Abdullah Hanif, Muhammad Shafique
2023	B	`conf`	Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens. IJCNN Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens. CoRR Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique
2023	J	`jnl`	Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems. CoRR Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique
2023	B	`conf`	FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization. IJCNN Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization. CoRR Muhammad Abdullah Hanif, Muhammad Shafique
2023	A	`conf`	FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation. ISLPED Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
2023	J	`jnl`	FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation. CoRR Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
2023	J	`jnl`	FPUS23: An Ultrasound Fetus Phantom Dataset With Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features. IEEE Access Bharath Srinivas Prabakaran, Paul Hamelmann, Erik Ostrowski, Muhammad Shafique
2023	J	`jnl`	FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features. CoRR Bharath Srinivas Prabakaran, Paul Hamelmann, Erik Ostrowski, Muhammad Shafique
2023	B	`conf`	FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays. IJCNN T. P. Abdul Rahoof, Vivek Chaturvedi, Muhammad Shafique
2023	—	`conf`	ISLE: A Framework for Image Level Semantic Segmentation Ensemble. ISVC (2) Erik Ostrowski, Muhammad Shafique
2023	J	`jnl`	ISMatch: A real-time hardware accelerator for inexact string matching of DNA sequences on FPGA. Microprocess. Microsystems Alberto Marchisio, Federico Teodonio, Antonello Rizzi, Muhammad Shafique
2023	J	`jnl`	ISimDL: Importance Sampling-Driven Acceleration of Fault Injection Simulations for Evaluating the Robustness of Deep Learning. CoRR Alessio Colucci, Andreas Steininger, Muhammad Shafique
2023	J	`jnl`	Image Label based Semantic Segmentation Framework using Object Perimeters. CoRR Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique
2023	—	`conf`	Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks. ICARA Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2023	Misc	`conf`	Message from the Program Chair. CODES+ISSS Mohammad Abdullah Al Faruque, Muhammad Shafique
2023	J	`jnl`	ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches. CoRR Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	Physical Adversarial Attacks for Camera-Based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook. IEEE Access Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	—	`conf`	Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis. CDC Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
2023	J	`jnl`	Physical Backdoor Trigger Activation of Autonomous Vehicle using Reachability Analysis. CoRR Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
2023	J	`jnl`	PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems. CoRR Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
2023	A	`conf`	Poster: Link between Bias, Node Sensitivity and Long-Tail Distribution in trained DNNs. ICST Mahum Naseer, Muhammad Shafique
2023	J	`jnl`	Poster: Link between Bias, Node Sensitivity and Long-Tail Distribution in trained DNNs. CoRR Mahum Naseer, Muhammad Shafique
2023	J	`jnl`	QuanDA: GPU Accelerated Quantitative Deep Neural Network Analysis. ACM Trans. Design Autom. Electr. Syst. Mahum Naseer, Osman Hasan, Muhammad Shafique
2023	—	`conf`	ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation Using Object Border Fitting for Medical Images. ISVC (1) Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique
2023	J	`jnl`	ReLIEF: A Reinforcement-Learning-Based Real-Time Task Assignment Strategy in Emerging Fault-Tolerant Fog Computing. IEEE Internet Things J. Roozbeh Siyadatzadeh, Fatemeh Mehrafrooz, Mohsen Ansari, Bardia Safaei, Muhammad Shafique, Jörg Henkel, Alireza Ejlali
2023	A	`conf`	Reduce: A Framework for Reducing the Overheads of Fault-Aware Retraining. DATE Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	Reduce: A Framework for Reducing the Overheads of Fault-Aware Retraining. CoRR Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	RescueSNN: Enabling Reliable Executions on Spiking Neural Network Accelerators under Permanent Faults. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2023	B	`conf`	RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks. IJCNN Alberto Marchisio, Antonio De Marco, Alessio Colucci, Maurizio Martina, Muhammad Shafique
2023	J	`jnl`	RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks. CoRR Alberto Marchisio, Antonio De Marco, Alessio Colucci, Maurizio Martina, Muhammad Shafique
2023	J	`jnl`	SAAM: Stealthy Adversarial Attack on Monoculor Depth Estimation. CoRR Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique
2023	J	`jnl`	SHIELD: An Adaptive and Lightweight Defense against the Remote Power Side-Channel Attacks on Multi-tenant FPGAs. CoRR Mahya Morid Ahmadi, Faiq Khalid, Radha Vaidya, Florian Kriebel, Andreas Steininger, Muhammad Shafique
2023	B	`conf`	SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object Perimeters. IJCNN Erik Ostrowski, Bharath Srinivas Prabakaran, Muhammad Shafique
2023	J	`jnl`	Scaling Model Checking for DNN Analysis via State-Space Reduction and Input Segmentation (Extended Version). CoRR Mahum Naseer, Osman Hasan, Muhammad Shafique
2023	—	`conf`	Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input Segmentation. FoMLAS@CAV Mahum Naseer, Osman Hasan, Muhammad Shafique
2023	J	`jnl`	SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacks. Microprocess. Microsystems Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique
2023	C	`conf`	ShapeShifter: Protecting FPGAs from Side-Channel Attacks with Isofunctional Heterogeneous Modules. IOLTS Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
2023	B	`conf`	SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers. IJCNN Alberto Marchisio, Davide Dura, Maurizio Capra, Maurizio Martina, Guido Masera, Muhammad Shafique
2023	J	`jnl`	SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers. CoRR Alberto Marchisio, Davide Dura, Maurizio Capra, Maurizio Martina, Guido Masera, Muhammad Shafique
2023	J	`jnl`	Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging. CoRR T. P. Abdul Rahoof, Vivek Chaturvedi, Mahesh Raveendranatha Panicker, Muhammad Shafique
2023	A	`conf`	TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents. IROS Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2023	J	`jnl`	TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2023	J	`jnl`	UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks. CoRR Mahum Naseer, Bharath Srinivas Prabakaran, Osman Hasan, Muhammad Shafique
2023	J	`jnl`	ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices. ACM Trans. Embed. Comput. Syst. Akshara Ravi, Vivek Chaturvedi, Muhammad Shafique
2023	J	`jnl`	X-Rel: Energy-Efficient and Low-Overhead Approximate Reliability Framework for Error-Tolerant Applications Deployed in Critical Systems. CoRR Jafar Vafaei, Omid Akbari, Muhammad Shafique, Christian Hochberger
2023	J	`jnl`	X-Rel: Energy-Efficient and Low-Overhead Approximate Reliability Framework for Error-Tolerant Applications Deployed in Critical Systems. IEEE Trans. Very Large Scale Integr. Syst. Jafar Vafaei, Omid Akbari, Muhammad Shafique, Christian Hochberger
2023	A	`conf`	Xel-FPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems. ICCAD Bharath Srinivas Prabakaran, Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2023	J	`jnl`	autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems. CoRR Bharath Srinivas Prabakaran, Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2023	J	`jnl`	eFAT: Improving the Effectiveness of Fault-Aware Training for Mitigating Permanent Faults in DNN Hardware Accelerators. CoRR Muhammad Abdullah Hanif, Muhammad Shafique
2023	J	`jnl`	scaleTRIM: Scalable TRuncation-Based Integer Approximate Multiplier with Linearization and Compensation. CoRR Ebrahim Farahmand, Ali Mahani, Behnam Ghavami, Muhammad Abdullah Hanif, Muhammad Shafique
2022	J	`jnl`	A cross-layer approach towards developing efficient embedded Deep Learning systems. Microprocess. Microsystems Muhammad Abdullah Hanif, Muhammad Shafique
2022	J	`jnl`	A formal approach to identifying the impact of noise on neural networks. Commun. ACM Iram Tariq Bhatti, Mahum Naseer, Muhammad Shafique, Osman Hasan
2022	J	`jnl`	ATLAS: An IoT Architecture and Secure Open-source Networking Stack for Anonymous Localization and Tracking Using Smartphones and Bluetooth Beacons. CoRR Bharath Srinivas Prabakaran, Felix Fasching, Juri Schreib, Andreas Steininger, Muhammad Shafique
2022	J	`jnl`	AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks Through Accuracy Gradient. IEEE Access Farzad Nikfam, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient. CoRR Farzad Nikfam, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	Building Resilience to Out-of-Distribution Visual Data via Input Optimization and Model Finetuning. CoRR Christopher J. Holder, Majid Khonji, Jorge Dias, Muhammad Shafique
2022	B	`conf`	CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks. IJCNN Muhammad Abdullah Hanif, Giuseppe Maria Sarda, Alberto Marchisio, Guido Masera, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks. CoRR Muhammad Abdullah Hanif, Giuseppe Maria Sarda, Alberto Marchisio, Guido Masera, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks. J. Intell. Robotic Syst. Khadija Shaheen, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique
2022	—	`conf`	EDAML 2022 Invited Speaker 8: Machine Learning for Cross-Layer Reliability and Security. IPDPS Workshops Muhammad Shafique
2022	J	`jnl`	Efficient Neural Mapping for Localisation of Unmanned Ground Vehicles. CoRR Christopher J. Holder, Muhammad Shafique
2022	J	`jnl`	Embracing Graph Neural Networks for Hardware Security (Invited Paper). CoRR Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
2022	A	`conf`	Embracing Graph Neural Networks for Hardware Security. ICCAD Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
2022	A	`conf`	Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations. ISLPED Alberto Marchisio, Beatrice Bussolino, Edoardo Salvati, Maurizio Martina, Guido Masera, Muhammad Shafique
2022	J	`jnl`	Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations. CoRR Alberto Marchisio, Beatrice Bussolino, Edoardo Salvati, Maurizio Martina, Guido Masera, Muhammad Shafique
2022	J	`jnl`	ForASec: Formal Analysis of Hardware Trojan-Based Security Vulnerabilities in Sequential Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Faiq Khalid, Imran Hafeez Abbassi, Semeen Rehman, Awais Mehmood Kamboh, Osman Hasan, Muhammad Shafique
2022	J	`jnl`	GNNUnlock+: A Systematic Methodology for Designing Graph Neural Networks-Based Oracle-Less Unlocking Schemes for Provably Secure Logic Locking. IEEE Trans. Emerg. Top. Comput. Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Hani Saleh, Muhammad Shafique, Ozgur Sinanoglu
2022	J	`jnl`	High-Performance Accurate and Approximate Multipliers for FPGA-Based Hardware Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Salim Ullah, Semeen Rehman, Muhammad Shafique, Akash Kumar
2022	J	`jnl`	Introduction to the Special Issue on Accelerating AI on the Edge - Part 1. ACM Trans. Embed. Comput. Syst. Muhammad Shafique, Theocharis Theocharides, Hai Li, Chun Jason Xue
2022	J	`jnl`	Introduction to the Special Issue on Accelerating AI on the Edge - Part 2. ACM Trans. Embed. Comput. Syst. Muhammad Shafique, Theocharis Theocharides, Hai (Helen) Li, Chun Jason Xue
2022	A	`conf`	LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor. IROS Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2022	J	`jnl`	LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor. CoRR Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2022	J	`jnl`	Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2022	A	`conf`	MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction. DATE Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
2022	B	`conf`	NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. IJCNN Mahya Morid Ahmadi, Lilas Alrahis, Alessio Colucci, Ozgur Sinanoglu, Muhammad Shafique
2022	J	`jnl`	NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. CoRR Mahya Morid Ahmadi, Lilas Alrahis, Alessio Colucci, Ozgur Sinanoglu, Muhammad Shafique
2022	J	`jnl`	OMLA: An Oracle-Less Machine Learning-Based Attack on Logic Locking. IEEE Trans. Circuits Syst. II Express Briefs Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
2022	J	`jnl`	On Efficient Real-Time Semantic Segmentation: A Survey. CoRR Christopher J. Holder, Muhammad Shafique
2022	J	`jnl`	PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. CoRR Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari
2022	J	`jnl`	RoHNAS: A Neural Architecture Search Framework With Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks. IEEE Access Alberto Marchisio, Vojtech Mrazek, Andrea Massa, Beatrice Bussolino, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks. CoRR Alberto Marchisio, Vojtech Mrazek, Andrea Massa, Beatrice Bussolino, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft Errors. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2022	A*	`conf`	SoftSNN: low-cost fault tolerance for spiking neural network accelerators under soft errors. DAC Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2022	Misc	`conf`	Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. VTS Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
2022	J	`jnl`	Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems. CoRR Shail Dave, Alberto Marchisio, Muhammad Abdullah Hanif, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Shafique
2022	—	`conf`	Team of Tiny ANNs: A Way Towards Cost-Efficient Scalable Deep Learning. ICAI Hamad Younis, Muhammad Hassan, Muhammad Shahzad Younis, Muhammad Shafique
2022	J	`jnl`	Thermal-Aware Standby-Sparing Technique on Heterogeneous Real-Time Embedded Systems. IEEE Trans. Emerg. Top. Comput. Mohsen Ansari, Sepideh Safari, Sina Yari-Karin, Pourya Gohari-Nazari, Heba Khdr, Muhammad Shafique, Jörg Henkel, Alireza Ejlali
2022	A	`conf`	enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks. IROS Alessio Colucci, Andreas Steininger, Muhammad Shafique
2022	J	`jnl`	enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks. CoRR Alessio Colucci, Andreas Steininger, Muhammad Shafique
2022	B	`conf`	fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems. IJCNN Alberto Marchisio, Giovanni Caramia, Maurizio Martina, Muhammad Shafique
2022	J	`jnl`	fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems. CoRR Alberto Marchisio, Giovanni Caramia, Maurizio Martina, Muhammad Shafique
2022	B	`conf`	lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents. IJCNN Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2022	J	`jnl`	lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2022	J	`jnl`	tinySNN: Towards Memory- and Energy-Efficient Spiking Neural Networks. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2021	C	`ed.`	24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems, DDECS 2021, Vienna, Austria, April 7-9, 2021 DDECS Muhammad Shafique, Andreas Steininger, Lukás Sekanina, Milos Krstic, Goran Stojanovic, Vojtech Mrazek
2021	J	`jnl`	A survey of hardware architectures for generative adversarial networks. J. Syst. Archit. Nivedita Shrivastava, Muhammad Abdullah Hanif, Sparsh Mittal, Smruti Ranjan Sarangi, Muhammad Shafique
2021	J	`jnl`	An approximate-computing empowered green 6G downlink. Phys. Commun. Maryam Idrees, Mohammed Manzar Maqbool, Muhammad Khurram Bhatti, Muhammad Mahboob Ur Rahman, Rehan Hafiz, Muhammad Shafique
2021	J	`jnl`	Analyzing the interaction of hybrid base liquid C Math. Comput. Simul. Bagh Ali, Sajjad Hussain, Muhammad Shafique, Danial Habib, Ghulam Rasool
2021	Misc	`conf`	Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique
2021	J	`jnl`	AxLS: A Framework for Approximate Logic Synthesis Based on Netlist Transformations. IEEE Trans. Circuits Syst. II Express Briefs Jorge Castro-Godínez, Humberto Barrantes-García, Muhammad Shafique, Jörg Henkel
2021	J	`jnl`	BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables. CoRR Bharath Srinivas Prabakaran, Asima Akhtar, Semeen Rehman, Osman Hasan, Muhammad Shafique
2021	J	`jnl`	BioNetExplorer: Architecture-Space Exploration of Biosignal Processing Deep Neural Networks for Wearables. IEEE Internet Things J. Bharath Srinivas Prabakaran, Asima Akhtar, Semeen Rehman, Osman Hasan, Muhammad Shafique
2021	J	`jnl`	CARiMoL: A Configurable Hardware Accelerator for Ringand Module Lattice-Based Post-Quantum Cryptography. IACR Cryptol. ePrint Arch. Afifa Ishtiaq, Muhammad Shafique, Osman Hassan
2021	B	`conf`	CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor. IJCNN Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	J	`jnl`	CarSNN: An Efficient Spiking Neural Network for Event-Based Autonomous Cars on the Loihi Neuromorphic Research Processor. CoRR Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	J	`jnl`	Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks. CoRR Khadija Shaheen, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique
2021	J	`jnl`	DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Alberto Marchisio, Vojtech Mrazek, Muhammad Abdullah Hanif, Muhammad Shafique
2021	A	`conf`	DNN-Life: An Energy-Efficient Aging Mitigation Framework for Improving the Lifetime of On-Chip Weight Memories in Deep Neural Network Hardware Architectures. DATE Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	DNN-Life: An Energy-Efficient Aging Mitigation Framework for Improving the Lifetime of On-Chip Weight Memories in Deep Neural Network Hardware Architectures. CoRR Muhammad Abdullah Hanif, Muhammad Shafique
2021	B	`conf`	DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks. IJCNN Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	J	`jnl`	DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks. CoRR Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	—	`conf`	Efficient Uncertainty Estimation in Semantic Segmentation via Distillation. ICCVW Christopher J. Holder, Muhammad Shafique
2021	B	`conf`	Emerging Computing Devices: Challenges and Opportunities for Test and Reliability ETS Alberto Bosio, Ian O'Connor, Marcello Traiola, Jorge Echavarria, Jürgen Teich, Muhammad Abdullah Hanif, Muhammad Shafique, Said Hamdioui, Bastien Deveautour, Patrick Girard, Arnaud Virazel, Koen Bertels
2021	J	`jnl`	Exploiting Vulnerabilities in Deep Neural Networks: Adversarial and Fault-Injection Attacks. CoRR Faiq Khalid, Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	FEECA: Design Space Exploration for Low-Latency and Energy-Efficient Capsule Network Accelerators. IEEE Trans. Very Large Scale Integr. Syst. Alberto Marchisio, Vojtech Mrazek, Muhammad Abdullah Hanif, Muhammad Shafique
2021	A	`conf`	GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking. DATE Lilas Alrahis, Satwik Patnaik, Faiq Khalid, Muhammad Abdullah Hanif, Hani Saleh, Muhammad Shafique, Ozgur Sinanoglu
2021	J	`jnl`	High Performance and Optimal Configuration of Accurate Heterogeneous Block-Based Approximate Adder. CoRR Ebrahim Farahmand, Ali Mahani, Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	Longevity Framework: Leveraging Online Integrated Aging-Aware Hierarchical Mapping and VF-Selection for Lifetime Reliability Optimization in Manycore Processors. IEEE Trans. Computers Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, Muhammad Shafique
2021	A	`conf`	MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. DATE Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Günther Nadbath, Axel Jantsch, Muhammad Shafique
2021	J	`jnl`	Multi-Target Adaptive Reconfigurable Acceleration for Low-Power IoT Processing. IEEE Trans. Computers Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
2021	J	`jnl`	MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction. CoRR Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
2021	B	`conf`	Q-SpiNN: A Framework for Quantizing Spiking Neural Networks. IJCNN Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2021	J	`jnl`	Q-SpiNN: A Framework for Quantizing Spiking Neural Networks. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2021	A	`conf`	R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors. IROS Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	J	`jnl`	R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors. CoRR Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique
2021	J	`jnl`	ROMANet: Fine-Grained Reuse-Driven Off-Chip Memory Access Management and Data Organization for Deep Neural Network Accelerators. IEEE Trans. Very Large Scale Integr. Syst. Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2021	A	`conf`	ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories. ICCAD Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. CoRR Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
2021	A	`conf`	Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. DATE Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani
2021	J	`jnl`	Side-Channel Attacks on RISC-V Processors: Current Progress, Challenges, and Opportunities. CoRR Mahya Morid Ahmadi, Faiq Khalid, Muhammad Shafique
2021	A*	`conf`	SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM. DAC Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2021	J	`jnl`	SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAM. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2021	A*	`conf`	SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments. DAC Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2021	J	`jnl`	SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2021	C	`conf`	TRe-Map: Towards Reducing the Overheads of Fault-Aware Retraining of Deep Neural Networks by Merging Fault Maps. DSD Le Ha Hoang, Muhammad Abdullah Hanif, Muhammad Shafique
2021	—	`conf`	TailoredCore: Generating Application-Specific RISC-V-based Cores. LASCAS Jeferson González-Gómez, Steven Ávila-Ardón, Jonathan Rojas-González, Andres Stephen-Cantillano, Jorge Castro-Godínez, Carlos Salazar-García, Muhammad Shafique, Jörg Henkel
2021	J	`jnl`	TiQSA: Workload Minimization in Convolutional Neural Networks Using Tile Quantization and Symmetry Approximation. IEEE Access Dilshad Sabir, Muhammad Abdullah Hanif, Ali Hassan, Saad Rehman, Muhammad Shafique
2021	A*	`conf`	TinyML: Current Progress, Research Challenges, and Future Roadmap. DAC Muhammad Shafique, Theocharis Theocharides, Vijay Janapa Reddi, Boris Murmann
2021	A	`conf`	Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper. ICCAD Muhammad Shafique, Alberto Marchisio, Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif
2021	J	`jnl`	Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework. CoRR Muhammad Shafique, Alberto Marchisio, Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif
2021	A	`conf`	UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction. ICCAD Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
2021	J	`jnl`	UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction. CoRR Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
2020	Misc	`conf`	A Fast Design Space Exploration Framework for the Deep Learning Accelerators: Work-in-Progress. CODES+ISSS Alessio Colucci, Alberto Marchisio, Beatrice Bussolino, Vojtech Mrazek, Maurizio Martina, Guido Masera, Muhammad Shafique
2020	J	`jnl`	APNAS: Accuracy-and-Performance-Aware Neural Architecture Search for Neural Hardware Accelerators. IEEE Access Paniti Achararit, Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Shafique, Yuko Hara-Azumi
2020	—	`conf`	AUGER: A Tool for Generating Approximate Arithmetic Circuits. LASCAS Deykel Hernández-Araya, Jorge Castro-Godínez, Muhammad Shafique, Jörg Henkel
2020	B	`conf`	An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor. IJCNN Riccardo Massa, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor. CoRR Riccardo Massa, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	An Updated Survey of Efficient Hardware Architectures for Accelerating Deep Convolutional Neural Networks. Future Internet Maurizio Capra, Beatrice Bussolino, Alberto Marchisio, Muhammad Shafique, Guido Masera, Maurizio Martina
2020	A*	`conf`	ApproxFPGAs: Embracing ASIC-Based Approximate Arithmetic Components for FPGA-Based Systems. DAC Bharath Srinivas Prabakaran, Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2020	J	`jnl`	ApproxFPGAs: Embracing ASIC-Based Approximate Arithmetic Components for FPGA-Based Systems. CoRR Bharath Srinivas Prabakaran, Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2020	—	`conf`	Approximate Acceleration for CNN-based Applications on IoT Edge Devices. LASCAS Jorge Castro-Godínez, Deykel Hernández-Araya, Muhammad Shafique, Jörg Henkel
2020	A	`conf`	AxHLS: Design Space Exploration and High-Level Synthesis of Approximate Accelerators using Approximate Functional Units and Analytical Models. ICCAD Jorge Castro-Godínez, Julián Mateus-Vargas, Muhammad Shafique, Jörg Henkel
2020	J	`jnl`	CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks. IEEE Access Mohsin Riaz, Rehan Hafiz, Salman Abdul Khaliq, Muhammad Faisal, Hafiz Talha Iqbal, Mohsen Ali, Muhammad Shafique
2020	J	`jnl`	Combinatorial Auctions for Temperature-Constrained Resource Management in Manycores. IEEE Trans. Parallel Distributed Syst. Heba Khdr, Muhammad Shafique, Santiago Pagani, Andreas Herkersdorf, Jörg Henkel
2020	C	`conf`	Cross-layer approaches for improving the dependability of deep learning systems. SCOPES Muhammad Abdullah Hanif, Le Ha Hoang, Muhammad Shafique
2020	J	`jnl`	DESCNet: Developing Efficient Scratchpad Memories for Capsule Network Hardware. CoRR Alberto Marchisio, Vojtech Mrazek, Muhammad Abdullah Hanif, Muhammad Shafique
2020	A*	`conf`	DRMap: A Generic DRAM Data Mapping Policy for Energy-Efficient Processing of Convolutional Neural Networks. DAC Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2020	J	`jnl`	DRMap: A Generic DRAM Data Mapping Policy for Energy-Efficient Processing of Convolutional Neural Networks. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2020	C	`conf`	Dependable Deep Learning: Towards Cost-Efficient Resilience of Deep Neural Network Accelerators against Soft Errors and Permanent Faults. IOLTS Muhammad Abdullah Hanif, Muhammad Shafique
2020	A*	`conf`	EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction. DAC Bharath Srinivas Prabakaran, Alberto García Jiménez, Germán Moltó Martínez, Muhammad Shafique
2020	J	`jnl`	EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction. CoRR Bharath Srinivas Prabakaran, Alberto García Jiménez, Germán Moltó Martínez, Muhammad Shafique
2020	A	`conf`	FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks. DATE Mahum Naseer, Mishal Fatima Minhas, Faiq Khalid, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique
2020	J	`jnl`	FSpiNN: An Optimization Framework for Memory- and Energy-Efficient Spiking Neural Networks. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2020	J	`jnl`	FSpiNN: An Optimization Framework for Memory-Efficient and Energy-Efficient Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Rachmad Vidya Wicaksana Putra, Muhammad Shafique
2020	A	`conf`	FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped Activation. DATE Le Ha Hoang, Muhammad Abdullah Hanif, Muhammad Shafique
2020	B	`conf`	FaDec: A Fast Decision-based Attack for Adversarial Machine Learning. IJCNN Faiq Khalid, Hassan Ali, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2020	B	`conf`	FasTrCaps: An Integrated Framework for Fast yet Accurate Training of Capsule Networks. IJCNN Alberto Marchisio, Beatrice Bussolino, Alessio Colucci, Muhammad Abdullah Hanif, Maurizio Martina, Guido Masera, Muhammad Shafique
2020	J	`jnl`	GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking. CoRR Lilas Alrahis, Satwik Patnaik, Faiq Khalid, Muhammad Abdullah Hanif, Hani Saleh, Muhammad Shafique, Ozgur Sinanoglu
2020	J	`jnl`	Guest Editorial: Robust Resource-Constrained Systems for Machine Learning. IEEE Des. Test Theocharis Theocharides, Muhammad Shafique, Jungwook Choi, Onur Mutlu
2020	J	`jnl`	Guest Editorial: Special Issue on Architectures and Design Methods for Neural Networks. J. Signal Process. Syst. Ahmed Hemani, Muhammad Shafique, Kolin Paul
2020	J	`jnl`	Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead. IEEE Access Maurizio Capra, Beatrice Bussolino, Alberto Marchisio, Guido Masera, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead. CoRR Maurizio Capra, Beatrice Bussolino, Alberto Marchisio, Guido Masera, Maurizio Martina, Muhammad Shafique
2020	B	`conf`	Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks. IJCNN Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences. CoRR Alessio Colucci, Dávid Juhász, Martin Mosbeck, Alberto Marchisio, Semeen Rehman, Manfred Kreutzer, Guenther Nadbath, Axel Jantsch, Muhammad Shafique
2020	J	`jnl`	MacLeR: Machine Learning-Based Runtime Hardware Trojan Detection in Resource-Constrained IoT Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Faiq Khalid, Syed Rafay Hasan, Sara Zia, Osman Hasan, Falah Awwad, Muhammad Shafique
2020	J	`jnl`	MacLeR: Machine Learning-based Run-Time Hardware Trojan Detection in Resource-Constrained IoT Edge Devices. CoRR Faiq Khalid, Syed Rafay Hasan, Sara Zia, Osman Hasan, Falah Awwad, Muhammad Shafique
2020	A	`conf`	NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks. ICCAD Alberto Marchisio, Andrea Massa, Vojtech Mrazek, Beatrice Bussolino, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	NASCaps: A Framework for Neural Architecture Search to Optimize the Accuracy and Hardware Efficiency of Convolutional Capsule Networks. CoRR Alberto Marchisio, Andrea Massa, Vojtech Mrazek, Beatrice Bussolino, Maurizio Martina, Muhammad Shafique
2020	B	`conf`	NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. IJCNN Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	NeuroAttack: Undermining Spiking Neural Networks Security through Externally Triggered Bit-Flips. CoRR Valerio Venceslai, Alberto Marchisio, Ihsen Alouani, Maurizio Martina, Muhammad Shafique
2020	J	`jnl`	PEAL: Probabilistic Error Analysis Methodology for Low-power Approximate Adders. ACM J. Emerg. Technol. Comput. Syst. Muhammad Kamran Ayub, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique
2020	A*	`conf`	PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units. DAC Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
2020	J	`jnl`	Peak-Power-Aware Primary-Backup Technique for Efficient Fault-Tolerance in Multicore Embedded Systems. IEEE Access Mohsen Ansari, Mohammad Salehi, Sepideh Safari, Alireza Ejlali, Muhammad Shafique
2020	A*	`conf`	Proactive Aging Mitigation in CGRAs through Utilization-Aware Allocation. DAC Marcelo Brandalero, Bernardo Neuhaus Lignati, Antonio Carlos Schneider Beck, Muhammad Shafique, Michael Hübner
2020	J	`jnl`	Proactive Aging Mitigation in CGRAs through Utilization-Aware Allocation. CoRR Marcelo Brandalero, Bernardo Neuhaus Lignati, Antonio Carlos Schneider Beck, Muhammad Shafique, Michael Hübner
2020	J	`jnl`	Probabilistic Analysis of Targeted Attacks Using Transform-Domain Adversarial Examples. IEEE Access Zakia Yahya, Muhammad Hassan, Muhammad Shahzad Younis, Muhammad Shafique
2020	A*	`conf`	Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks. DAC Alberto Marchisio, Beatrice Bussolino, Alessio Colucci, Maurizio Martina, Guido Masera, Muhammad Shafique
2020	J	`jnl`	Q-CapsNets: A Specialized Framework for Quantizing Capsule Networks. CoRR Alberto Marchisio, Beatrice Bussolino, Alessio Colucci, Maurizio Martina, Guido Masera, Muhammad Shafique
2020	A	`conf`	ReD-CaNe: A Systematic Methodology for Resilience Analysis and Design of Capsule Networks under Approximations. DATE Alberto Marchisio, Vojtech Mrazek, Muhammad Abdullah Hanif, Muhammad Shafique
2020	J	`jnl`	Resistive Crossbar-Aware Neural Network Design and Optimization. IEEE Access Muhammad Abdullah Hanif, Aditya Manglik, Muhammad Shafique
2020	J	`jnl`	Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. IEEE Des. Test Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
2020	J	`jnl`	SIMCom: Statistical sniffing of inter-module communications for runtime hardware trojan detection. Microprocess. Microsystems Faiq Khalid, Syed Rafay Hasan, Osman Hasan, Muhammad Shafique
2020	J	`jnl`	Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters. CoRR Rida El-Allami, Alberto Marchisio, Muhammad Shafique, Ihsen Alouani
2020	J	`jnl`	Steganographic universal adversarial perturbations. Pattern Recognit. Lett. Salah Ud Din, Naveed Akhtar, Muhammad Shahzad Younis, Faisal Shafait, Atif Bin Mansoor, Muhammad Shafique
2020	J	`jnl`	SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access Volume. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Hazoor Ahmad, Tabasher Arif, Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2020	J	`jnl`	Toward Model Checking-Driven Fair Comparison of Dynamic Thermal Management Techniques Under Multithreaded Workloads. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Syed Ali Asadullah Bukhari, Faiq Khalid, Osman Hasan, Muhammad Shafique, Jörg Henkel
2020	Misc	`conf`	Towards Quality-Driven Approximate Software Generation for Accurate Hardware: Work-in-Progress. CASES Jorge Castro-Godínez, Muhammad Shafique, Jörg Henkel
2020	J	`jnl`	X-CGRA: An Energy-Efficient Approximate Coarse-Grained Reconfigurable Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram, Muhammad Shafique
2020	J	`jnl`	xUAVs: Towards Efficient Approximate Computing for UAVs - Low Power Approximate Adders With Single LUT Delay for FPGA-Based Aerial Imaging Optimization. IEEE Access Tuaha Nomani, Mujahid Mohsin, Zahid Pervaiz, Muhammad Shafique
2019	A	`conf`	A Fine-Grained Soft Error Resilient Architecture under Power Considerations. DATE Sajjad Hussain, Muhammad Shafique, Jörg Henkel
2019	J	`jnl`	A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems. IEEE Access Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
2019	A	`conf`	ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining. ICCAD Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Abdullah Hanif, Muhammad Shafique
2019	J	`jnl`	ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining. CoRR Vojtech Mrazek, Zdenek Vasícek, Lukás Sekanina, Muhammad Abdullah Hanif, Muhammad Shafique
2019	J	`jnl`	Application and Thermal-reliability-aware Reinforcement Learning Based Multi-core Power Management. ACM J. Emerg. Technol. Comput. Syst. Sai Manoj Pudukotai Dinakarrao, Arun Joseph, Anand Haridass, Muhammad Shafique, Jörg Henkel, Houman Homayoun
2019	—	`book`	Approximate Circuits, Methodologies and CAD. Approximate Circuits Sherief Reda, Muhammad Shafique
2019	—	`ch.`	Approximate Multi-Accelerator Tiled Architecture for Energy-Efficient Motion Estimation. Approximate Circuits Bharath Srinivas Prabakaran, Walaa El-Harouni, Semeen Rehman, Muhammad Shafique
2019	J	`jnl`	Architectural-Space Exploration of Heterogeneous Reliability and Checkpointing Modes for Out-of-Order Superscalar Processors. IEEE Access Bharath Srinivas Prabakaran, Mihika Dave, Florian Kriebel, Semeen Rehman, Muhammad Shafique
2019	A*	`conf`	Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities. DAC Jeff Jun Zhang, Kang Liu, Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Theocharis Theocharides, Alessandro Artussi, Muhammad Shafique, Siddharth Garg
2019	A*	`conf`	CANN: Curable Approximations for High-Performance Deep Neural Network Accelerators. DAC Muhammad Abdullah Hanif, Faiq Khalid, Muhammad Shafique
2019	J	`jnl`	CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators. CoRR Alberto Marchisio, Muhammad Shafique
2019	A	`conf`	CapsAcc: An Efficient Hardware Accelerator for CapsuleNets with Data Reuse. DATE Alberto Marchisio, Muhammad Abdullah Hanif, Muhammad Shafique
2019	J	`jnl`	CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks. CoRR Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique
2019	J	`jnl`	Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and Techniques. ACM Comput. Surv. Sai Manoj Pudukotai Dinakarrao, Axel Jantsch, Muhammad Shafique
2019	—	`ch.`	Configurable Models and Design Space Exploration for Low-Latency Approximate Adders. Approximate Circuits Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2019	—	`conf`	Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges. ISVLSI Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid, George Plastiras, Christos Kyrkou, Theocharis Theocharides, Muhammad Shafique
2019	J	`jnl`	ECAx: Balancing Error Correction Costs in Approximate Accelerators. ACM Trans. Embed. Comput. Syst. Jorge Castro-Godínez, Muhammad Shafique, Jörg Henkel
2019	J	`jnl`	FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks. CoRR Mahum Naseer, Mishal Fatima Minhas, Faiq Khalid, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique
2019	A	`conf`	FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning. DATE Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Junaid Qadir, Muhammad Shafique
2019	J	`jnl`	FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped Activation. CoRR Le Ha Hoang, Muhammad Abdullah Hanif, Muhammad Shafique
2019	—	`ch.`	Hardware-Software Approximations for Deep Neural Networks. Approximate Circuits Muhammad Abdullah Hanif, Muhammad Usama Javed, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2019	—	`ch.`	Heterogeneous Approximate Multipliers: Architectures and Design Methodologies. Approximate Circuits Semeen Rehman, Bharath Srinivas Prabakaran, Walaa El-Harouni, Muhammad Shafique, Jörg Henkel
2019	J	`jnl`	Hybrid Scratchpad Video Memory Architecture for Energy-Efficient Parallel HEVC. IEEE Trans. Circuits Syst. Video Technol. Felipe Martin Sampaio, Bruno Zatt, Muhammad Shafique, Jörg Henkel, Sergio Bampi
2019	A*	`conf`	LifeGuard: A Reinforcement Learning-Based Task Mapping Strategy for Performance-Centric Aging Management. DAC Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, Muhammad Shafique
2019	J	`jnl`	MACISH: Designing Approximate MAC Accelerators With Internal-Self-Healing. IEEE Access G. A. Gillani, Muhammad Abdullah Hanif, B. Verstoep, Sabih H. Gerez, Muhammad Shafique, André B. J. Kokkeler
2019	A	`conf`	MemGANs: Memory Management for Energy-Efficient Acceleration of Complex Computations in Hardware Architectures for Generative Adversarial Networks. ISLPED Muhammad Abdullah Hanif, Muhammad Zuhaib Akbar, Rehan Ahmed, Semeen Rehman, Axel Jantsch, Muhammad Shafique
2019	J	`jnl`	On the Effect of Approximate-Computing in Motion Estimation. J. Low Power Electron. Alberto Paltrinieri, Riccardo Peloso, Guido Masera, Muhammad Shafique, Maurizio Martina
2019	—	`ch.`	Probabilistic Error Analysis of Approximate Adders and Multipliers. Approximate Circuits Sana Mazahir, Muhammad Kamran Ayub, Osman Hasan, Muhammad Shafique
2019	C	`conf`	QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks. IOLTS Faiq Khalid, Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2019	J	`jnl`	RED-Attack: Resource Efficient Decision based Attack for Machine Learning. CoRR Faiq Khalid, Hassan Ali, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2019	J	`jnl`	ROMANet: Fine-Grained Reuse-Driven Data Organization and Off-Chip Memory Access Management for Deep Neural Network Accelerators. CoRR Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2019	J	`jnl`	ReD-CaNe: A Systematic Methodology for Resilience Analysis and Design of Capsule Networks under Approximations. CoRR Alberto Marchisio, Vojtech Mrazek, Muhammad Abdullah Hanif, Muhammad Shafique
2019	J	`jnl`	SIMCom: Statistical Sniffing of Inter-Module Communications for Run-time Hardware Trojan Detection. CoRR Faiq Khalid, Syed Rafay Hasan, Osman Hasan, Falah Awwad, Muhammad Shafique
2019	J	`jnl`	SNN under Attack: are Spiking Deep Belief Networks vulnerable to Adversarial Examples? CoRR Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique
2019	J	`jnl`	Self-compensating accelerators for efficient approximate computing. Microelectron. J. Sana Mazahir, Osman Hasan, Muhammad Shafique
2019	C	`conf`	Studying Aging and Soft Error Mitigation Jointly under Constrained Scenarios in Multi-Cores. IOLTS Florian Kriebel, Semeen Rehman, Muhammad Shafique
2019	J	`jnl`	Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes. CoRR Hazoor Ahmad, Muhammad Tanvir, Muhammad Abdullah, Muhammad Usama Javed, Rehan Hafiz, Muhammad Shafique
2019	A	`conf`	Thermal-Awareness in a Soft Error Tolerant Architecture. DATE Sajjad Hussain, Muhammad Shafique, Jörg Henkel
2019	C	`conf`	Towards Scalable Lifetime Reliability Management for Dark Silicon Manycore Systems. IOLTS Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, Muhammad Shafique
2019	C	`conf`	TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks. IOLTS Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2019	A	`conf`	TransRec: Improving Adaptability in Single-ISA Heterogeneous Systems with Transparent and Reconfigurable Acceleration. DATE Marcelo Brandalero, Muhammad Shafique, Luigi Carro, Antonio Carlos Schneider Beck
2019	A	`conf`	TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. DATE Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
2019	J	`jnl`	X-TrainCaps: Accelerated Training of Capsule Nets through Lightweight Software Optimizations. CoRR Alberto Marchisio, Beatrice Bussolino, Alessio Colucci, Muhammad Abdullah Hanif, Maurizio Martina, Guido Masera, Muhammad Shafique
2019	A*	`conf`	XBioSiP: A Methodology for Approximate Bio-Signal Processing at the Edge. DAC Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Shafique
2019	A*	`conf`	autoAx: An Automatic Design Space Exploration and Circuit Building Methodology utilizing Libraries of Approximate Components. DAC Vojtech Mrazek, Muhammad Abdullah Hanif, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2019	J	`jnl`	autoAx: An Automatic Design Space Exploration and Circuit Building Methodology utilizing Libraries of Approximate Components. CoRR Vojtech Mrazek, Muhammad Abdullah Hanif, Zdenek Vasícek, Lukás Sekanina, Muhammad Shafique
2019	J	`jnl`	m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications. Microelectron. J. Rida Amjad, Rehan Hafiz, Muhammad U. Ilyas, Muhammad Shahzad Younis, Muhammad Shafique
2018	J	`jnl`	A Methodology for Automatic Selection of Activation Functions to Design Hybrid Deep Neural Networks. CoRR Alberto Marchisio, Muhammad Abdullah Hanif, Semeen Rehman, Maurizio Martina, Muhammad Shafique
2018	J	`jnl`	A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems. CoRR Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
2018	A	`conf`	AdAM: Adaptive approximation management for the non-volatile memory hierarchies. DATE Mohammad Taghi Teimoori, Muhammad Abdullah Hanif, Alireza Ejlali, Muhammad Shafique
2018	J	`jnl`	Adaptive Approximate Computing in Arithmetic Datapaths. IEEE Des. Test Sana Mazahir, Osman Hasan, Muhammad Shafique
2018	J	`jnl`	Aging-Aware Workload Management on Embedded GPU Under Process Variation. IEEE Trans. Computers Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque
2018	—	`conf`	An Optimized Partial-Distortion-Elimination Based Sum-of-Absolute-Differences Architecture for High-Efficiency-Video-Coding. ApplePies Paolo Selvo, Maurizio Masera, Riccardo Peloso, Guido Masera, Muhammad Shafique, Maurizio Martina
2018	A	`conf`	An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era. DATE Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis, Muhammad Abdullah Hanif, Faiq Khalid, Rehan Hafiz, Semeen Rehman
2018	A*	`conf`	Approximate on-the-fly coarse-grained reconfigurable acceleration for general-purpose applications. DAC Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
2018	—	`conf`	Approximate-Computing Architectures for Motion Estimation in HEVC. NGCAS Alberto Paltrinieri, Riccardo Peloso, Guido Masera, Muhammad Shafique, Maurizio Martina
2018	A*	`conf`	Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators. DAC Salim Ullah, Semeen Rehman, Bharath Srinivas Prabakaran, Florian Kriebel, Muhammad Abdullah Hanif, Muhammad Shafique, Akash Kumar
2018	J	`jnl`	CapsAcc: An Efficient Hardware Accelerator for CapsuleNets with Data Reuse. CoRR Alberto Marchisio, Muhammad Abdullah Hanif, Muhammad Shafique
2018	J	`jnl`	Chapter Four - Dark Silicon Aware Resource Management for Many-Core Systems. Adv. Comput. Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel
2018	A	`conf`	Compiler-driven error analysis for designing approximate accelerators. DATE Jorge Castro-Godínez, Sven Esser, Muhammad Shafique, Santiago Pagani, Jörg Henkel
2018	A	`conf`	DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems. DATE Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Abdullah Hanif, Salim Ullah, Ghazal Mazaheri, Akash Kumar, Muhammad Shafique
2018	A	`conf`	Error resilience analysis for systematically employing approximate computing in convolutional neural networks. DATE Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2018	J	`jnl`	FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning. CoRR Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Junaid Qadir, Muhammad Shafique
2018	C	`conf`	FPGA-Based Convolutional Neural Network Architecture with Reduced Parameter Requirements. ISCAS Muluken Hailesellasie, Syed Rafay Hasan, Faiq Khalid, Falah Awwad, Muhammad Shafique
2018	J	`jnl`	ForASec: Formal Analysis of Security Vulnerabilities in Sequential Circuits. CoRR Faiq Khalid, Imran Hafeez Abbassi, Semeen Rehman, Osman Hasan, Muhammad Shafique
2018	J	`jnl`	Guest Editorial: Special Issue on Low-Power Dependable Computing. IEEE Trans. Sustain. Comput. Dakai Zhu, Muhammad Shafique, Man Lin, Sudeep Pasricha
2018	—	`conf`	HW/SW co-design and co-optimizations for deep learning. INTESA@ESWEEK Alberto Marchisio, Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
2018	C	`conf`	Hardware and Software Techniques for Heterogeneous Fault-Tolerance. IOLTS Semeen Rehman, Florian Kriebel, Bharath Srinivas Prabakaran, Faiq Khalid, Muhammad Shafique
2018	J	`jnl`	Heterogeneous Reliability Modes with Efficient State Compression for Out-of-Order Superscalar Processors. CoRR Bharath Srinivas Prabakaran, Mihika Dave, Semeen Rehman, Florian Kriebel, Muhammad Shafique
2018	A	`conf`	HiMap: A hierarchical mapping approach for enhancing lifetime reliability of dark silicon manycore systems. DATE Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, R. Rohith, Siew-Kei Lam, Muhammad Shafique
2018	J	`jnl`	ISA4ML: Training Data-Unaware Imperceptible Security Attacks on Machine Learning Modules of Autonomous Vehicles. CoRR Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
2018	C	`conf`	Intelligent Security Measures for Smart Cyber Physical Systems. DSD Muhammad Shafique, Faiq Khalid, Semeen Rehman
2018	C	`conf`	Low Power Digital Clock Multipliers for Battery-Operated Internet of Things (IoT) Devices. ISCAS Faiq Khalid, Sunil Nanjiani, Syed Rafay Hasan, Osman Hasan, Falah R. Awwad, Muhammad Shafique
2018	J	`jnl`	MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks. CoRR Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2018	J	`jnl`	McSeVIC: A Model Checking Based Framework for Security Vulnerability Analysis of Integrated Circuits. IEEE Access Imran Hafeez Abbassi, Faiq Khalid, Osman Hasan, Awais Mehmood Kamboh, Muhammad Shafique
2018	A	`conf`	PX-CGRA: Polymorphic approximate coarse-grained reconfigurable architecture. DATE Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram, Muhammad Shafique
2018	B	`conf`	PruNet: Class-Blind Pruning Method For Deep Neural Networks. IJCNN Alberto Marchisio, Muhammad Abdullah Hanif, Maurizio Martina, Muhammad Shafique
2018	A*	`conf`	QoS-aware stochastic power management for many-cores. DAC Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2018	J	`jnl`	QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks. CoRR Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Faiq Khalid, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2018	C	`conf`	Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks. IOLTS Muhammad Abdullah Hanif, Faiq Khalid, Rachmad Vidya Wicaksana Putra, Semeen Rehman, Muhammad Shafique
2018	—	`conf`	Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine Learning. ISVLSI Florian Kriebel, Semeen Rehman, Muhammad Abdullah Hanif, Faiq Khalid, Muhammad Shafique
2018	J	`jnl`	Run-Time Adaptive Power-Aware Reliability Management for Manycores. IEEE Des. Test Mohammad Salehi, Alireza Ejlali, Muhammad Shafique
2018	J	`jnl`	SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks. CoRR Hammad Tariq, Hassan Ali, Muhammad Abdullah Hanif, Faiq Khalid, Semeen Rehman, Rehan Ahmed, Muhammad Shafique
2018	—	`conf`	Scalable Dynamic Task Scheduling on Adaptive Many-Core. MCSoC Vanchinathan Venkataramani, Anuj Pathania, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2018	Misc	`conf`	Security for Machine Learning-Based Systems: Attacks and Challenges During Training and Inference. FIT Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
2018	J	`jnl`	Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference. CoRR Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique
2018	J	`jnl`	SmartDPM: Machine Learning-Based Dynamic Power Management for Multi-Core Microprocessors. J. Low Power Electron. Sai Manoj P. D., Axel Jantsch, Muhammad Shafique
2018	J	`jnl`	Squash: Approximate Square-Accumulate With Self-Healing. IEEE Access G. A. Gillani, Muhammad Abdullah Hanif, M. Krone, Sabih H. Gerez, Muhammad Shafique, André B. J. Kokkeler
2018	J	`jnl`	Toward Approximate Computing for Coarse-Grained Reconfigurable Architectures. IEEE Micro Omid Akbari, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram, Muhammad Shafique
2018	J	`jnl`	TrojanZero: Switching Activity-Aware Design of Undetectable Hardware Trojans with Zero Power and Area Footprint. CoRR Imran Hafeez Abbassi, Faiq Khalid, Semeen Rehman, Awais Mehmood Kamboh, Axel Jantsch, Siddharth Garg, Muhammad Shafique
2018	J	`jnl`	X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. J. Low Power Electron. Muhammad Abdullah Hanif, Alberto Marchisio, Tabasher Arif, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2018	J	`jnl`	adBoost: Thermal Aware Performance Boosting Through Dark Silicon Patterning. IEEE Trans. Computers Anil Kanduri, Mohammad Hashem Haghbayan, Amir M. Rahmani, Muhammad Shafique, Axel Jantsch, Pasi Liljeberg
2017	C	`conf`	A Self-Healing Framework for Building Resilient Cyber-Physical Systems. ISORC Denise Ratasich, Oliver Höftberger, Haris Isakovic, Muhammad Shafique, Radu Grosu
2017	—	`conf`	Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research Roadmap. ISVLSI Muhammad Shafique, Rehan Hafiz, Muhammad Usama Javed, Sarmad Abbas, Lukás Sekanina, Zdenek Vasícek, Vojtech Mrazek
2017	J	`jnl`	Application-Guided Power-Efficient Fault Tolerance for H.264 Context Adaptive Variable Length Coding. IEEE Trans. Computers Muhammad Shafique, Semeen Rehman, Florian Kriebel, Muhammad Usman Karim Khan, Bruno Zatt, Arun Subramaniyan, Bruno Boessio Vizzotto, Jörg Henkel
2017	J	`jnl`	Approximate Networking for Universal Internet Access. Future Internet Junaid Qadir, Arjuna Sathiaseelan, Umar Bin Farooq, Muhammad Usama, Muhammad Ali Imran, Muhammad Shafique
2017	A	`conf`	CAnDy-TM: Comparative analysis of dynamic thermal management in many-cores using model checking. DATE Syed Ali Asadullah Bukhari, Faiq Khalid Lodhi, Osman Hasan, Muhammad Shafique, Jörg Henkel
2017	J	`jnl`	Complexity control of HEVC encoders targeting real-time constraints. J. Real Time Image Process. Mateus Grellert, Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2017	J	`jnl`	Computing in the Dark Silicon Era: Current Trends and Research Challenges. IEEE Des. Test Muhammad Shafique, Siddharth Garg
2017	J	`jnl`	Defragmentation of Tasks in Many-Core Architecture. ACM Trans. Archit. Code Optim. Anuj Pathania, Vanchinathan Venkataramani, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2017	—	`ch.`	Design Space Exploration and Run-Time Adaptation for Multicore Resource Management Under Performance and Power Constraints. Handbook of Hardware/Software Codesign Santiago Pagani, Muhammad Shafique, Jörg Henkel
2017	A	`conf`	Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. DATE Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique
2017	J	`jnl`	Energy Efficiency for Clustered Heterogeneous Multicores. IEEE Trans. Parallel Distributed Syst. Santiago Pagani, Anuj Pathania, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
2017	J	`jnl`	FAMe-TM: Formal analysis methodology for task migration algorithms in Many-Core systems. Sci. Comput. Program. Syed Ali Asadullah Bukhari, Faiq Khalid Lodhi, Osman Hasan, Muhammad Shafique, Jörg Henkel
2017	J	`jnl`	Fine-Grained Checkpoint Recovery for Application-Specific Instruction-Set Processors. IEEE Trans. Computers Tuo Li, Muhammad Shafique, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
2017	J	`jnl`	Guest Editors' Introduction: Computing in the Dark Silicon Era. IEEE Des. Test Muhammad Shafique, Siddharth Garg, Vikas Chandra
2017	A*	`conf`	Low-overhead Aging-aware Resource Management on Embedded GPUs. DAC Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque
2017	J	`jnl`	Optimal Greedy Algorithm for Many-Core Scheduling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Anuj Pathania, Vanchinathan Venkataramani, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2017	J	`jnl`	Power Density-Aware Resource Management for Heterogeneous Tiled Multicores. IEEE Trans. Computers Heba Khdr, Santiago Pagani, Éricles Sousa, Vahid Lari, Anuj Pathania, Frank Hannig, Muhammad Shafique, Jürgen Teich, Jörg Henkel
2017	J	`jnl`	Probabilistic Error Analysis of Approximate Recursive Multipliers. IEEE Trans. Computers Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique
2017	J	`jnl`	Probabilistic Error Modeling for Approximate Adders. IEEE Trans. Computers Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
2017	A*	`conf`	QuAd: Design and Analysis of Quality-Area Optimal Low-Latency Approximate Adders. DAC Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
2017	A	`conf`	Scalable probabilistic power budgeting for many-cores. DATE Anuj Pathania, Heba Khdr, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2017	A	`conf`	Secure Cyber-Physical Systems: Current trends, tools and open research problems. DATE Anupam Chattopadhyay, Alok Prakash, Muhammad Shafique
2017	A	`conf`	Soft error-aware architectural exploration for designing reliability adaptive cache hierarchies in multi-cores. DATE Arun Subramaniyan, Semeen Rehman, Muhammad Shafique, Akash Kumar, Jörg Henkel
2017	A*	`conf`	Statistical Error Analysis for Low Power Approximate Adders. DAC Muhammad Kamran Ayub, Osman Hasan, Muhammad Shafique
2017	J	`jnl`	Theorem proving based Formal Verification of Distributed Dynamic Thermal Management schemes. J. Parallel Distributed Comput. Muhammad Usama Sardar, Osman Hasan, Muhammad Shafique, Jörg Henkel
2017	J	`jnl`	Thermal Safe Power (TSP): Efficient Power Budgeting for Heterogeneous Manycore Systems in Dark Silicon. IEEE Trans. Computers Santiago Pagani, Heba Khdr, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel
2016	A*	`conf`	An area-efficient consolidated configurable error correction for approximate hardware accelerators. DAC Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
2016	J	`jnl`	Analysis and Mapping for Thermal and Energy Efficiency of 3-D Video Processing on 3-D Multicore Processors. IEEE Trans. Very Large Scale Integr. Syst. Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel
2016	A	`conf`	Architectural-space exploration of approximate multipliers. ICCAD Semeen Rehman, Walaa El-Harouni, Muhammad Shafique, Akash Kumar, Jörg Henkel
2016	J	`jnl`	Content-Aware Low-Power Configurable Aging Mitigation for SRAM Memories. IEEE Trans. Computers Muhammad Shafique, Muhammad Usman Karim Khan, Jörg Henkel
2016	C	`conf`	Cross-Layer Reliability Modeling and Optimization: Compiler and Run-Time System Interactions. SCOPES Muhammad Shafique, Semeen Rehman, Florian Kriebel, Jörg Henkel
2016	J	`jnl`	Cross-Layer Software Dependability on Unreliable Hardware. IEEE Trans. Computers Semeen Rehman, Kuan-Hsun Chen, Florian Kriebel, Anas Toma, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
2016	A	`conf`	Distributed fair scheduling for many-cores. DATE Anuj Pathania, Vanchinathan Venkataramani, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2016	A*	`conf`	Distributed scheduling for many-cores using cooperative game theory. DAC Anuj Pathania, Vanchinathan Venkataramani, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2016	A	`conf`	Formal probabilistic analysis of distributed resource management schemes in on-chip systems. DATE Shafaq Iqtedar, Osman Hasan, Muhammad Shafique, Jörg Henkel
2016	A*	`conf`	Improving mobile gaming performance through cooperative CPU-GPU thermal management. DAC Alok Prakash, Hussam Amrouch, Muhammad Shafique, Tulika Mitra, Jörg Henkel
2016	A*	`conf`	Invited - Cross-layer approximate computing: from logic to architectures. DAC Muhammad Shafique, Rehan Hafiz, Semeen Rehman, Walaa El-Harouni, Jörg Henkel
2016	Misc	`conf`	Power and thermal management in massive multicore chips: theoretical foundation meets architectural innovation and resource allocation. CASES Paul Bogdan, Partha Pratim Pande, Hussam Amrouch, Muhammad Shafique, Jörg Henkel
2016	J	`jnl`	Power-Efficient Workload Balancing for Video Applications. IEEE Trans. Very Large Scale Integr. Syst. Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2016	A	`conf`	Power-efficient load-balancing on heterogeneous computing platforms. DATE Muhammad Usman Karim Khan, Muhammad Shafique, Apratim Gupta, Thomas Schumann, Jörg Henkel
2016	—	`ed.`	Proceedings of the 14th ACM/IEEE Symposium on Embedded Systems for Real-Time Multimedia, ESTIMedia 2016, Pittsburgh, PA, USA, October 6-7, 2016 ESTIMedia Muhammad Shafique, Sander Stuijk, Hyunok Oh, Todor P. Stefanov
2016	J	`jnl`	Reliability-Aware Adaptations for Shared Last-Level Caches in Multi-Cores. ACM Trans. Embed. Comput. Syst. Florian Kriebel, Semeen Rehman, Arun Subramaniyan, Segnon Jean Bruno Ahandagbe, Muhammad Shafique, Jörg Henkel
2016	—	`book`	Reliable Software for Unreliable Hardware - A Cross Layer Perspective. Semeen Rehman, Muhammad Shafique, Jörg Henkel
2016	J	`jnl`	Resource and Throughput Aware Execution Trace Analysis for Efficient Run-Time Mapping on MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel
2016	J	`jnl`	Scalable Power Management for On-Chip Systems with Malleable Applications. IEEE Trans. Computers Muhammad Shafique, Anton Ivanov, Benjamin Vogel, Jörg Henkel
2016	J	`jnl`	Task Mapping for Redundant Multithreading in Multi-Cores with Reliability and Performance Heterogeneity. IEEE Trans. Computers Kuan-Hsun Chen, Jian-Jia Chen, Florian Kriebel, Semeen Rehman, Muhammad Shafique, Jörg Henkel
2016	A	`conf`	Thermal optimization using adaptive approximate computing for video coding. DATE Daniel Palomino, Muhammad Shafique, Altamiro Amadeu Susin, Jörg Henkel
2016	A	`conf`	Towards performance and reliability-efficient computing in the dark silicon era. DATE Jörg Henkel, Santiago Pagani, Heba Khdr, Florian Kriebel, Semeen Rehman, Muhammad Shafique
2016	J	`jnl`	Two-State Checkpointing for Energy-Efficient Fault Tolerance in Hard Real-Time Systems. IEEE Trans. Very Large Scale Integr. Syst. Mohammad Salehi, Mohammad Khavari Tavana, Semeen Rehman, Muhammad Shafique, Alireza Ejlali, Jörg Henkel
2016	J	`jnl`	Variability and Reliability Awareness in the Age of Dark Silicon. IEEE Des. Test Florian Kriebel, Muhammad Shafique, Semeen Rehman, Jörg Henkel, Siddharth Garg
2016	A*	`conf`	ageOpt-RMT: compiler-driven variation-aware aging optimization for redundant multithreading. DAC Florian Kriebel, Semeen Rehman, Muhammad Shafique, Jörg Henkel
2015	J	`jnl`	A Reconfigurable Hardware Architecture for Fractional Pixel Interpolation in High Efficiency Video Coding. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Cláudio Machado Diniz, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2015	A	`conf`	A deblocking filter hardware architecture for the high efficiency video coding standard. DATE Cláudio Machado Diniz, Muhammad Shafique, Felipe Vogel Dalcin, Sergio Bampi, Jörg Henkel
2015	A*	`conf`	A low latency generic accuracy configurable adder. DAC Muhammad Shafique, Waqas Ahmad, Rehan Hafiz, Jörg Henkel
2015	A	`conf`	ACSEM: accuracy-configurable fast soft error masking analysis in combinatorial circuits. DATE Florian Kriebel, Semeen Rehman, Duo Sun, Pau Vilimelis Aceituno, Muhammad Shafique, Jörg Henkel
2015	—	`conf`	ADAPT: An adaptive manycore methodology for software pipelined applications. ASP-DAC Xi Zhang, Haris Javaid, Muhammad Shafique, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
2015	Misc	`conf`	Approximation-aware Multi-Level Cells STT-RAM cache architecture. CASES Felipe Sampaio, Muhammad Shafique, Bruno Zatt, Sergio Bampi, Jörg Henkel
2015	A	`conf`	DRVS: Power-efficient reliability management through Dynamic Redundancy and Voltage Scaling under variations. ISLPED Mohammad Salehi, Mohammad Khavari Tavana, Semeen Rehman, Florian Kriebel, Muhammad Shafique, Alireza Ejlali, Jörg Henkel
2015	—	`conf`	Dark Silicon: From Computation to Communication. NOCS Jörg Henkel, Haseeb Bokhari, Siddharth Garg, Muhammad Usman Karim Khan, Heba Khdr, Florian Kriebel, Ümit Y. Ogras, Sri Parameswaran, Muhammad Shafique
2015	A	`conf`	E-pipeline: elastic hardware/software pipelines on a many-core fabric. DATE Xi Zhang, Haris Javaid, Muhammad Shafique, Jorgen Peddersen, Jörg Henkel, Sri Parameswaran
2015	A*	`conf`	EnAAM: energy-efficient anti-aging for on-chip video memories. DAC Muhammad Shafique, Muhammad Usman Karim Khan, Adnan Orcun Tüfek, Jörg Henkel
2015	C	`conf`	Energy-efficient multimedia systems for high efficiency video coding. ISCAS Jörg Henkel, Muhammad Usman Karim Khan, Muhammad Shafique
2015	A	`conf`	Formal probabilistic analysis of distributed dynamic thermal management. DATE Shafaq Iqtedar, Osman Hasan, Muhammad Shafique, Jörg Henkel
2015	A*	`conf`	Hayat: harnessing dark silicon and variability for aging deceleration and balancing. DAC Dennis Gnad, Muhammad Shafique, Florian Kriebel, Semeen Rehman, Duo Sun, Jörg Henkel
2015	A	`conf`	Hierarchical power budgeting for Dark Silicon chips. ISLPED Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2015	A	`conf`	Malleable NoC: dark silicon inspired adaptable Network-on-Chip. DATE Haseeb Bokhari, Haris Javaid, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
2015	A	`conf`	MatEx: efficient transient and peak temperature computation for compact thermal models. DATE Santiago Pagani, Jian-Jia Chen, Muhammad Shafique, Jörg Henkel
2015	—	`conf`	Message from the Chairs. ESTIMedia Hyunok Oh, Muhammad Shafique, Todor P. Stefanov, Maurizio Palesi
2015	A	`conf`	Mitigating the Power Density and Temperature Problems in the Nano-Era. ICCAD Muhammad Shafique, Jörg Henkel
2015	J	`jnl`	Multi-layer software reliability for unreliable hardware. it Inf. Technol. Muhammad Shafique, Philip Axer, Christoph Borchert, Jian-Jia Chen, Kuan-Hsun Chen, Björn Döbel, Rolf Ernst, Hermann Härtig, Andreas Heinig, Rüdiger Kapitza, Florian Kriebel, Daniel Lohmann, Peter Marwedel, Semeen Rehman, Florian Schmoll, Olaf Spinczyk
2015	J	`jnl`	Multicast FullHD H.264 Intra Video Encoder Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Muhammad Usman Karim Khan, Muhammad Shafique, Lars Bauer, Jörg Henkel
2015	A*	`conf`	New trends in dark silicon. DAC Jörg Henkel, Heba Khdr, Santiago Pagani, Muhammad Shafique
2015	A	`conf`	Power management for mobile games on asymmetric multi-cores. ISLPED Anuj Pathania, Santiago Pagani, Muhammad Shafique, Jörg Henkel
2015	A	`conf`	Power-efficient accelerator allocation in adaptive dark silicon many-core systems. DATE Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2015	C	`conf`	Probabilistic Formal Verification Methodology for Decentralized Thermal Management in On-Chip Systems. WETICE Shafaq Iqtedar, Osman Hasan, Muhammad Shafique, Jörg Henkel
2015	Misc	`conf`	R CODES+ISSS Florian Kriebel, Arun Subramaniyan, Semeen Rehman, Segnon Jean Bruno Ahandagbe, Muhammad Shafique, Jörg Henkel
2015	A*	`conf`	SuperNet: multimode interconnect architecture for manycore chips. DAC Haseeb Bokhari, Haris Javaid, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
2015	A*	`conf`	Thermal constrained resource management for mixed ILP-TLP workloads in dark silicon chips. DAC Heba Khdr, Santiago Pagani, Muhammad Shafique, Jörg Henkel
2015	—	`conf`	Thermal-aware power budgeting for dark silicon chips. IGSC Santiago Pagani, Jian-Jia Chen, Muhammad Shafique, Jörg Henkel
2015	A	`conf`	Variability-aware dark silicon management in on-chip many-core systems. DATE Muhammad Shafique, Dennis Gnad, Siddharth Garg, Jörg Henkel
2015	Misc	`conf`	dsReliM: Power-constrained reliability management in Dark-Silicon many-core chips under process variations. CODES+ISSS Mohammad Salehi, Muhammad Shafique, Florian Kriebel, Semeen Rehman, Mohammad Khavari Tavana, Alireza Ejlali, Jörg Henkel
2015	Misc	`conf`	seBoost: Selective boosting for heterogeneous manycores. CODES+ISSS Santiago Pagani, Muhammad Shafique, Heba Khdr, Jian-Jia Chen, Jörg Henkel
2014	A*	`conf`	ASER: Adaptive Soft Error Resilience for Reliability-Heterogeneous Processors in the Dark Silicon Era. DAC Florian Kriebel, Semeen Rehman, Duo Sun, Muhammad Shafique, Jörg Henkel
2014	J	`jnl`	Adaptive Energy Management for Dynamically Reconfigurable Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Muhammad Shafique, Lars Bauer, Jörg Henkel
2014	A	`conf`	Compiler-driven dynamic reliability management for on-chip systems under variabilities. DATE Semeen Rehman, Florian Kriebel, Muhammad Shafique, Jörg Henkel
2014	A	`conf`	Content-driven memory pressure balancing and video memory power management for parallel high efficiency video coding. ISLPED Felipe Martin Sampaio, Muhammad Shafique, Bruno Zatt, Sergio Bampi, Jörg Henkel
2014	Misc	`conf`	Dark silicon as a challenge for hardware/software co-design. CODES+ISSS Muhammad Shafique, Siddharth Garg, Tulika Mitra, Sri Parameswaran, Jörg Henkel
2014	Misc	`conf`	Embedded software reliability for unreliable hardware. EMSOFT Jian-Jia Chen, Muhammad Shafique
2014	J	`jnl`	Energy-Efficient Adaptive Pipelined MPSoCs for Multimedia Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Haris Javaid, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
2014	A	`conf`	Energy-efficient architecture for advanced video memory. ICCAD Felipe Sampaio, Muhammad Shafique, Bruno Zatt, Sergio Bampi, Jörg Henkel
2014	B	`conf`	Fast hierarchical intra angular mode selection for high efficiency video coding. ICIP Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2014	—	`conf`	Formal Verification of Distributed Task Migration for Thermal Management in On-Chip Multi-core Systems Using nuXmv. FTSCS Syed Ali Asadullah Bukhari, Faiq Khalid Lodhi, Osman Hasan, Muhammad Shafique, Jörg Henkel
2014	—	`conf`	Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems. ISVC (2) Saad Shoaib, Rehan Hafiz, Muhammad Shafique
2014	—	`conf`	Low power design of the next-generation High Efficiency Video Coding. ASP-DAC Muhammad Shafique, Jörg Henkel
2014	A*	`conf`	Multi-Layer Dependability: From Microarchitecture to Application Level. DAC Jörg Henkel, Lars Bauer, Hongyan Zhang, Semeen Rehman, Muhammad Shafique
2014	B	`conf`	Peak Power Management for scheduling real-time tasks on heterogeneous many-core systems. ICPADS Waqaas Munawar, Heba Khdr, Santiago Pagani, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
2014	B	`conf`	Power efficient and workload balanced tiling for parallelized high efficiency video coding. ICIP Muhammad Shafique, Muhammad Usman Karim Khan, Jörg Henkel
2014	J	`jnl`	Reliability-Driven Software Transformations for Unreliable Hardware. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Semeen Rehman, Florian Kriebel, Muhammad Shafique, Jörg Henkel
2014	J	`jnl`	Resilience Articulation Point (RAP): Cross-layer dependability modeling for nanometer system-on-chip resilience. Microelectron. Reliab. Andreas Herkersdorf, Hananeh Aliee, Michael Engel, Michael Glaß, Christina Gimmler-Dumont, Jörg Henkel, Veit Kleeberger, Michael A. Kochte, Johannes Maximilian Kühn, Daniel Mueller-Gritschneder, Sani R. Nassif, Holm Rauchfuss, Wolfgang Rosenstiel, Ulf Schlichtmann, Muhammad Shafique, Mehdi Baradaran Tahoori, Jürgen Teich, Norbert Wehn, Christian Weis, Hans-Joachim Wunderlich
2014	B	`conf`	Run-time accelerator binding for tile-based mixed-grained reconfigurable architectures. FPL Cláudio Machado Diniz, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2014	A	`conf`	Software architecture of High Efficiency Video Coding for many-core systems with power-efficient workload balancing. DATE Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2014	A	`conf`	TONE: adaptive temperature optimization for the next generation video encoders. ISLPED Daniel Palomino, Muhammad Shafique, Altamiro Amadeu Susin, Jörg Henkel
2014	Misc	`conf`	TSP: Thermal Safe Power - Efficient power budgeting for many-core systems in dark silicon. CODES+ISSS Santiago Pagani, Heba Khdr, Waqaas Munawar, Jian-Jia Chen, Muhammad Shafique, Minming Li, Jörg Henkel
2014	A*	`conf`	The EDA Challenges in the Dark Silicon Era: Temperature, Reliability, and Variability Perspectives. DAC Muhammad Shafique, Siddharth Garg, Jörg Henkel, Diana Marculescu
2014	A	`conf`	dSVM: Energy-efficient distributed Scratchpad Video Memory Architecture for the next-generation High Efficiency Video Coding. DATE Felipe Sampaio, Muhammad Shafique, Bruno Zatt, Sergio Bampi, Jörg Henkel
2014	A*	`conf`	dTune: Leveraging Reliable Code Generation for Adaptive Dependability Tuning under Process Variation and Aging-Induced Effects. DAC Semeen Rehman, Florian Kriebel, Duo Sun, Muhammad Shafique, Jörg Henkel
2014	A*	`conf`	darkNoC: Designing Energy-Efficient Network-on-Chip with Multi-Vt Cells for Dark Silicon. DAC Haseeb Bokhari, Haris Javaid, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
2014	A	`conf`	hevcDTM: Application-driven Dynamic Thermal Management for High Efficiency Video Coding. DATE Daniel Palomino, Muhammad Shafique, Hussam Amrouch, Altamiro Amadeu Susin, Jörg Henkel
2014	A	`conf`	mDTM: Multi-objective dynamic thermal management for on-chip systems. DATE Heba Khdr, Thomas Ebi, Muhammad Shafique, Hussam Amrouch, Jörg Henkel
2013	—	`book`	3D Video Coding for Embedded Devices - Energy Efficient Algorithms and Architectures. Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2013	A	`conf`	AMBER: adaptive energy management for on-chip hybrid video memories. ICCAD Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2013	A	`conf`	Agent-based distributed power management for kilo-core processors. ICCAD Muhammad Shafique, Jörg Henkel
2013	A	`conf`	An H.264 Quad-FullHD low-latency intra video encoder. DATE Muhammad Usman Karim Khan, Jan Micha Borrmann, Lars Bauer, Muhammad Shafique, Jörg Henkel
2013	B	`conf`	An adaptive complexity reduction scheme with fast prediction unit decision for HEVC intra encoding. ICIP Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2013	B	`conf`	An adaptive workload management scheme for HEVC encoding. ICIP Mateus Grellert, Muhammad Shafique, Muhammad Usman Karim Khan, Luciano Volcan Agostini, Júlio C. B. de Mattos, Jörg Henkel
2013	A	`conf`	CSER: HW/SW configurable soft-error resiliency for application specific instruction-set processors. DATE Tuo Li, Muhammad Shafique, Semeen Rehman, Swarnalatha Radhakrishnan, Roshan G. Ragel, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
2013	B	`conf`	Content-adaptive reference frame compression based on intra-frame prediction for multiview video coding. ICIP Felipe Sampaio, Bruno Zatt, Muhammad Shafique, Luciano Volcan Agostini, Jörg Henkel, Sergio Bampi
2013	A	`conf`	Content-driven adaptive computation offloading for energy-aware hybrid distributed video coding. ISLPED Muhammad Shafique, Muhammad Usman Karim Khan, Jörg Henkel
2013	A	`conf`	DHASER: dynamic heterogeneous adaptation for soft-error resiliency in ASIP-based multi-core systems. ICCAD Tuo Li, Muhammad Shafique, Semeen Rehman, Jude Angelo Ambrose, Jörg Henkel, Sri Parameswaran
2013	A	`conf`	Energy-efficient memory hierarchy for motion and disparity estimation in multiview video coding. DATE Felipe Sampaio, Bruno Zatt, Muhammad Shafique, Luciano Volcan Agostini, Sergio Bampi, Jörg Henkel
2013	A*	`conf`	Exploiting program-level masking and error propagation for constrained reliability optimization. DAC Muhammad Shafique, Semeen Rehman, Pau Vilimelis Aceituno, Jörg Henkel
2013	C	`conf`	Fast HEVC intra mode decision algorithm based on new evaluation order in the Coding Tree Block. PCS Daniel Palomino, Eduardo Cavichioli, Altamiro Amadeu Susin, Luciano Volcan Agostini, Muhammad Shafique, Jörg Henkel
2013	A	`conf`	Formal verification of distributed dynamic thermal management. ICCAD Muhammad Ismail, Osman Hasan, Thomas Ebi, Muhammad Shafique, Jörg Henkel
2013	A	`conf`	Hardware-software collaborative complexity reduction scheme for the emerging HEVC intra encoder. DATE Muhammad Usman Karim Khan, Muhammad Shafique, Mateus Grellert, Jörg Henkel
2013	B	`conf`	High-throughput interpolation hardware architecture with coarse-grained reconfigurable datapaths for HEVC. ICIP Cláudio Machado Diniz, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2013	A	`conf`	ISOMER: integrated selection, partitioning, and placement methodology for reconfigurable architectures. ICCAD Rana Muhammad Bilal, Rehan Hafiz, Muhammad Shafique, Saad Shoaib, Asim Munawar, Jörg Henkel
2013	A	`conf`	Leveraging variable function resilience for selective software reliability on unreliable hardware. DATE Semeen Rehman, Muhammad Shafique, Pau Vilimelis Aceituno, Florian Kriebel, Jian-Jia Chen, Jörg Henkel
2013	A*	`conf`	Mapping on multi/many-core systems: survey of current and emerging trends. DAC Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jörg Henkel
2013	J	`jnl`	Model Predictive Hierarchical Rate Control With Markov Decision Process for Multiview Video Coding. IEEE Trans. Circuits Syst. Video Technol. Bruno Boessio Vizzotto, Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2013	A*	`conf`	RASTER: runtime adaptive spatial/temporal error resiliency for embedded processors. DAC Tuo Li, Muhammad Shafique, Jude Angelo Ambrose, Semeen Rehman, Jörg Henkel, Sri Parameswaran
2013	A	`conf`	Reliable code generation and execution on unreliable hardware under joint functional and timing reliability considerations. IEEE Real-Time and Embedded Technology and Applications Symposium Semeen Rehman, Anas Toma, Florian Kriebel, Muhammad Shafique, Jian-Jia Chen, Jörg Henkel
2013	A*	`conf`	Reliable on-chip systems in the nano-era: lessons learnt and future trends. DAC Jörg Henkel, Lars Bauer, Nikil D. Dutt, Puneet Gupta, Sani R. Nassif, Muhammad Shafique, Mehdi Baradaran Tahoori, Norbert Wehn
2013	A	`conf`	Self-adaptive hybrid dynamic power management for many-core systems. DATE Muhammad Shafique, Benjamin Vogel, Jörg Henkel
2012	A	`conf`	A Model Predictive Controller for Frame-Level Rate Control in Multiview Video Coding. ICME Bruno Boessio Vizzotto, Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2012	C	`conf`	A complexity reduction scheme with adaptive search direction and mode elimination for multiview video coding. PCS Muhammad Shafique, Bruno Zatt, Jörg Henkel
2012	Misc	`conf`	A hierarchical control scheme for energy quota distribution in hybrid distributed video coding. CODES+ISSS Muhammad Usman Karim Khan, Muhammad Shafique, Jörg Henkel
2012	A*	`conf`	Adaptive power management of on-chip video memory for multiview video coding. DAC Muhammad Shafique, Bruno Zatt, Fabio Leandro Walter, Sergio Bampi, Jörg Henkel
2012	A*	`conf`	Instruction scheduling for reliability-aware compilation. DAC Semeen Rehman, Muhammad Shafique, Jörg Henkel
2012	Misc	`conf`	PATS: A Performance Aware Task Scheduler for Runtime Reconfigurable Processors. FCCM Lars Bauer, Artjom Grudnitsky, Muhammad Shafique, Jörg Henkel
2012	A	`conf`	Power-efficient error-resiliency for H.264/AVC Context-Adaptive Variable Length Coding. DATE Muhammad Shafique, Bruno Zatt, Semeen Rehman, Florian Kriebel, Jörg Henkel
2012	—	`conf`	RAISE: Reliability-Aware Instruction SchEduling for unreliable hardware. ASP-DAC Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
2012	J	`jnl`	VLSI Circuits, Systems, and Architectures for Advanced Image and Video Compression Standards. VLSI Design Maurizio Martina, Muhammad Shafique, Andrey Norkin
2011	B	`conf`	A high-throughput parallel hardware architecture for H.264/AVC CAVLC encoding. ICIP Muhammad Shafique, Adnan Orcun Tüfek, Jörg Henkel
2011	A	`conf`	A low-power memory architecture with application-aware power management for motion & disparity estimation in Multiview Video Coding. ICCAD Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2011	B	`conf`	A multi-level dynamic complexity reduction scheme for multiview video coding. ICIP Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2011	Misc	`conf`	Adaptive resource management for simultaneous multitasking in mixed-grained reconfigurable multi-core processors. CODES+ISSS Waheed Ahmed, Muhammad Shafique, Lars Bauer, Jörg Henkel
2011	—	`—`	Architectures for adaptive low-power embedded multimedia systems. Muhammad Shafique
2011	—	`conf`	Concepts, architectures, and run-time systems for efficient and adaptive reconfigurable processors. AHS Lars Bauer, Muhammad Shafique, Jörg Henkel
2011	—	`book`	Hardware/Software Architectures for Low-Power Embedded Multimedia Systems. Muhammad Shafique, Jörg Henkel
2011	A*	`conf`	Low-power adaptive pipelined MPSoCs for multimedia: an H.264 video encoder case study. DAC Haris Javaid, Muhammad Shafique, Sri Parameswaran, Jörg Henkel
2011	A	`conf`	Minority-Game-based resource allocation for run-time reconfigurable multi-core processors. DATE Muhammad Shafique, Lars Bauer, Waheed Ahmed, Jörg Henkel
2011	A	`conf`	Multi-level pipelined parallel hardware architecture for high throughput motion and disparity estimation in Multiview Video Coding. DATE Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2011	Misc	`conf`	Reliable software for unreliable hardware: embedded code generation aiming at reliability. CODES+ISSS Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
2011	B	`conf`	Revc: Computationally Reliable Video Coding on unreliable hardware platforms: A case study on error-tolerant H.264/AVC CAVLC entropy coding. ICIP Semeen Rehman, Muhammad Shafique, Florian Kriebel, Jörg Henkel
2011	Misc	`conf`	Run-Time Resource Allocation for Simultaneous Multi-tasking in Multi-core Reconfigurable Processors. FCCM Waheed Ahmed, Muhammad Shafique, Lars Bauer, Manuel Hammerich, Jörg Henkel, Jürgen Becker
2011	A*	`conf`	Run-time adaptive energy-aware motion and disparity estimation in multiview video coding. DAC Bruno Zatt, Muhammad Shafique, Felipe Sampaio, Luciano Volcan Agostini, Sergio Bampi, Jörg Henkel
2011	A	`conf`	System-level application-aware dynamic power management in adaptive pipelined MPSoCs for multimedia. ICCAD Haris Javaid, Muhammad Shafique, Jörg Henkel, Sri Parameswaran
2011	A	`conf`	mRTS: Run-time system for reconfigurable processors with multi-grained instruction-set extensions. DATE Waheed Ahmed, Muhammad Shafique, Lars Bauer, Jörg Henkel
2010	A	`conf`	An HVS-based Adaptive Computational Complexity Reduction Scheme for H.264/AVC video encoder using Prognostic Early Mode Exclusion. DATE Muhammad Shafique, Bastian Molkenthin, Jörg Henkel
2010	C	`conf`	An adaptive early skip mode decision scheme for multiview video coding. PCS Bruno Zatt, Muhammad Shafique, Sergio Bampi, Jörg Henkel
2010	A	`conf`	KAHRISMA: A novel Hypermorphic Reconfigurable-Instruction-Set Multi-grained-Array architecture. DATE Ralf König, Lars Bauer, Timo Stripf, Muhammad Shafique, Waheed Ahmed, Jürgen Becker, Jörg Henkel
2010	J	`jnl`	Optimizing the H.264/AVC Video Encoder Application Structure for Reconfigurable and Application-Specific Platforms. J. Signal Process. Syst. Muhammad Shafique, Lars Bauer, Jörg Henkel
2010	C	`conf`	Power-aware complexity-scalable multiview video coding for mobile devices. PCS Muhammad Shafique, Bruno Zatt, Sergio Bampi, Jörg Henkel
2010	A	`conf`	Selective instruction set muting for energy-aware adaptive processors. ICCAD Muhammad Shafique, Lars Bauer, Jörg Henkel
2010	A	`conf`	enBudget: A Run-Time Adaptive Predictive Energy-Budgeting scheme for energy-aware Motion Estimation in H.264/MPEG-4 AVC video encoder. DATE Muhammad Shafique, Lars Bauer, Jörg Henkel
2009	A	`conf`	A parallel approach for high performance hardware design of intra prediction in H.264/AVC Video Codec. DATE Muhammad Shafique, Lars Bauer, Jörg Henkel
2009	A	`conf`	Cross-architectural design space exploration tool for reconfigurable processors. DATE Lars Bauer, Muhammad Shafique, Jörg Henkel
2009	Misc	`conf`	MinDeg: a performance-guided replacement policy for run-time reconfigurable accelerators. CODES+ISSS Lars Bauer, Muhammad Shafique, Jörg Henkel
2009	B	`conf`	Non-linear rate control for H.264/AVC video encoder with multiple picture types using image-statistics and motion-based Macroblock Prioritization. ICIP Muhammad Shafique, Bastian Molkenthin, Jörg Henkel
2009	A	`conf`	REMiS: Run-time energy minimization scheme in a reconfigurable processor with dynamic power-gated instruction set. ICCAD Muhammad Shafique, Lars Bauer, Jörg Henkel
2009	B	`conf`	RISPP: A run-time adaptive reconfigurable embedded processor. FPL Lars Bauer, Muhammad Shafique, Jörg Henkel
2008	A	`conf`	3-tier dynamically adaptive power-aware motion estimator for h.264/AVC video encoding. ISLPED Muhammad Shafique, Lars Bauer, Jörg Henkel
2008	B	`conf`	A computation- and communication- infrastructure for modular special instructions in a dynamically reconfigurable processor. FPL Lars Bauer, Muhammad Shafique, Jörg Henkel
2008	J	`jnl`	Efficient Resource Utilization for an Extensible Processor Through Dynamic Instruction Set Adaptation. IEEE Trans. Very Large Scale Integr. Syst. Lars Bauer, Muhammad Shafique, Jörg Henkel
2008	A	`conf`	Run-time System for an Extensible Embedded Processor with Dynamic Instruction Set. DATE Lars Bauer, Muhammad Shafique, Stephanie Kreutz, Jörg Henkel
2008	A*	`conf`	Run-time instruction set selection in a transmutable embedded processor. DAC Lars Bauer, Muhammad Shafique, Jörg Henkel
2007	—	`conf`	A Self-Adaptive Extensible Embedded Processor. SASO Lars Bauer, Muhammad Shafique, Dirk Teufel, Jörg Henkel
2007	—	`conf`	An Optimized Application Architecture of the H.264 Video Encoder for Application Specific Platforms. ESTIMedia Muhammad Shafique, Lars Bauer, Jörg Henkel
2007	A*	`conf`	RISPP: Rotating Instruction Set Processing Platform. DAC Lars Bauer, Muhammad Shafique, Simon Kramer, Jörg Henkel