Faiq Khalid - RankMe

63 papers A* 2A 5B 2C 8Misc 1Journal 35Unranked 10

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	DeMiST: Detection and Mitigation of Stealthy Analog Hardware Trojans. HASP@MICRO Enahoro Oriero, Faiq Khalid, Syed Rafay Hasan
2023	J	`jnl`	DeMiST: Detection and Mitigation of Stealthy Analog Hardware Trojans. CoRR Enahoro Oriero, Faiq Khalid, Syed Rafay Hasan
2023	J	`jnl`	FM-ModComp: Feature Map Modification and Hardware-Software Co-Comparison for secure hardware accelerator-based CNN inference. Microprocess. Microsystems Tolulope A. Odetola, Adewale Adeyemo, Faiq Khalid, Syed Rafay Hasan
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	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	J	`jnl`	StAIn: Stealthy Avenues of Attacks on Horizontally Collaborated Convolutional Neural Network Inference and Their Mitigation. IEEE Access Adewale Adeyemo, Jonathan J. Sanderson, Tolulope A. Odetola, Faiq Khalid, Syed Rafay Hasan
2022	J	`jnl`	2L-3W: 2-Level 3-Way Hardware-Software Co-verification for the Mapping of Convolutional Neural Network (CNN) onto FPGA Boards. SN Comput. Sci. Tolulope A. Odetola, Katie M. Groves, Muhammed Yousufuddin, Faiq Khalid, Syed Rafay Hasan
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	—	`conf`	LaBaNI: Layer-based Noise Injection Attack on Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI Tolulope A. Odetola, Faiq Khalid, Syed Rafay Hasan
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`	FeSHI: Feature Map Based Stealthy Hardware Intrinsic Attack. CoRR Tolulope A. Odetola, Faiq Khalid, Travis Sandefur, Hawzhin Mohammed, Syed Rafay Hasan
2021	J	`jnl`	FeSHI: Feature Map-Based Stealthy Hardware Intrinsic Attack. IEEE Access Tolulope A. Odetola, Faiq Khalid, Hawzhin Mohammed, Travis Sandefur, Syed Rafay Hasan
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	—	`conf`	InTrust-IoT: Intelligent Ecosystem based on Power Profiling of Trusted device(s) in IoT for Hardware Trojan Detection. HASP@MICRO Hawzhin Mohammed, Faiq Khalid, Paul Sawyer, Gabriella Cataloni, Syed Rafay Hasan
2021	—	`conf`	Security Analysis of Capsule Network Inference using Horizontal Collaboration. MWSCAS Adewale Adeyemo, Faiq Khalid, Tolulope A. Odetola, Syed Rafay Hasan
2021	J	`jnl`	Security Analysis of Capsule Network Inference using Horizontal Collaboration. CoRR Adewale Adeyemo, Faiq Khalid, Tolulope A. Odetola, Syed Rafay Hasan
2021	J	`jnl`	Side-Channel Attacks on RISC-V Processors: Current Progress, Challenges, and Opportunities. CoRR Mahya Morid Ahmadi, Faiq Khalid, 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	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	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	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`	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	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`	SSCNets: Robustifying DNNs using Secure Selective Convolutional Filters. IEEE Des. Test Hassan Ali, Faiq Khalid, Hammad Tariq, Muhammad Abdullah Hanif, Rehan Ahmed, Semeen Rehman
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
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`	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`	CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks. CoRR Alberto Marchisio, Giorgio Nanfa, Faiq Khalid, Muhammad Abdullah Hanif, Maurizio Martina, 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`	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	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`	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	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`	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`	Using gate-level side channel parameters for formally analyzing vulnerabilities in integrated circuits. Sci. Comput. Program. Imran Hafeez Abbassi, Faiq Khalid, Osman Hasan, Awais Mehmood Kamboh
2019	—	`conf`	VAWS: Vulnerability Analysis of Neural Networks using Weight Sensitivity. MWSCAS Muluken Hailesellasie, Jacob Nelson, Faiq Khalid, Syed Rafay Hasan
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`	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	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	—	`conf`	Formal verification of a domain specific language for run-time adaptation. SysCon Shahid Khan, Faiq Khalid, Osman Hasan, João M. P. Cardoso
2018	—	`conf`	Hardware Trojan Based Security Issues in Home Area Network: A Testbed Setup. MWSCAS Hawzhin Mohammed, Jimmy Howell, Syed Rafay Hasan, Nan Guo, Faiq Khalid, Omar S. Elkeelany
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`	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`	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	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`	Runtime hardware Trojan monitors through modeling burst mode communication using formal verification. Integr. Faiq Khalid, Syed Rafay Hasan, Osman Hasan, Falah R. Awwad
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	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`	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
2017	—	`conf`	Behavior profiling of power distribution networks for runtime hardware trojan detection. MWSCAS Faiq Khalid, Syed Rafay Hasan, Osman Hasan, Falah Awwad
2016	C	`conf`	A self-learning framework to detect the intruded integrated circuits. ISCAS Faiq Khalid Lodhi, Imran Hafeez Abbasi, Faiq Khalid, Osman Hasan, Falah R. Awwad, Syed Rafay Hasan