Setareh Rafatirad

140 papers A* 11A 12B 5C 21Misc 2Journal 40Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Human-AI Interaction: Evaluating LLM Reasoning on Digital Logic Circuit included Graph Problems, in terms of creativity in design and analysis. CoRR Yogeswar Reddy Thota, Setareh Rafatirad, Houman Homayoun, Tooraj Nikoubin
2026	J	`jnl`	Kumo: A Security-Focused Serverless Cloud Simulator. CoRR Wei Shao, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun, Chongzhou Fang
2026	J	`jnl`	When Models Ignore Definitions: Measuring Semantic Override Hallucinations in LLM Reasoning. CoRR Yogeswar Reddy Thota, Setareh Rafatirad, Houman Homayoun, Tooraj Nikoubin
2025	J	`jnl`	A Comprehensive Study of Implicit and Explicit Biases in Large Language Models. CoRR Fatima Kazi, Alex Young, Yash Inani, Setareh Rafatirad
2025	J	`jnl`	Assessing and Mitigating Heterogeneity-Driven Security Threats in the Cloud. ACM Trans. Internet Techn. Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh
2025	J	`jnl`	Bit of a Close Talker: A Practical Guide to Serverless Cloud Co-Location Attacks. CoRR Wei Shao, Najmeh Nazari, Behnam Omidi, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh, Chongzhou Fang
2025	C	`conf`	Extended Operational Life for Wearable Health Devices: A Hybrid TinyML and Server-Side ML Approach. ISCAS Najmeh Nazari, Vedant Patel, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun
2025	C	`conf`	FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models. ICCD Najmeh Nazari, Banafsheh Saber Latibari, Elahe Hosseini, Fatemeh Movafagh, Chongzhou Fang, Hosein Mohammadi Makrani, Kevin Immanuel Gubbi, Abhijit Mahalanobis, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun
2025	J	`jnl`	FaRAccel: FPGA-Accelerated Defense Architecture for Efficient Bit-Flip Attack Resilience in Transformer Models. CoRR Najmeh Nazari, Banafsheh Saber Latibari, Elahe Hosseini, Fatemeh Movafagh, Chongzhou Fang, Hosein Mohammadi Makrani, Kevin Immanuel Gubbi, Abhijit Mahalanobis, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun
2025	C	`conf`	Generalizable Blood Pressure Estimation from Multi-Wavelength PPG Using Curriculum-Adversarial Learning. BSN Zequan Liang, Ruoyu Zhang, Wei Shao, Mahdi Pirayesh Shirazi Nejad, Ehsan Kourkchi, Setareh Rafatirad, Houman Homayoun
2025	J	`jnl`	HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion. ACM Trans. Design Autom. Electr. Syst. Sujan Ghimire, Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Farhad Alemi, Shuyu Cai, Jinduo Guo, Mingyu Zhu, Honghui Li, Banafsheh Saber Latibari, Setareh Rafatirad, Pratik Satam, Soheil Salehi
2025	J	`jnl`	Know Me by My Pulse: Toward Practical Continuous Authentication on Wearable Devices via Wrist-Worn PPG. CoRR Wei Shao, Zequan Liang, Ruoyu Zhang, Ruijie Fang, Ning Miao, Ehsan Kourkchi, Setareh Rafatirad, Houman Homayoun, Chongzhou Fang
2025	—	`conf`	LLM-HyPZ: Hardware Vulnerability Discovery Using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement. ICDM (Workshops) Yu-Zheng Lin, Sujan Ghimire, Abhiram Nandimandalam, Jonah Michael Camacho, Unnati Tripathi, Rony Macwan, Sicong Shao, Setareh Rafatirad, Rozhin Yasaei, Pratik Satam, Soheil Salehi
2025	J	`jnl`	LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement. CoRR Yu-Zheng Lin, Sujan Ghimire, Abhiram Nandimandalam, Jonah Michael Camacho, Unnati Tripathi, Rony Macwan, Sicong Shao, Setareh Rafatirad, Rozhin Yasaei, Pratik Satam, Soheil Salehi
2025	J	`jnl`	Large Language Models for Opioid-Induced Respiratory Depression Prediction in Hospitalized Patients: A Retrospective Study. ACM Trans. Comput. Heal. Elahe Hosseini, Abhinav Srinivas, Najmeh Nazari, Charity Hale, Setareh Rafatirad, Houman Homayoun
2025	—	`conf`	Navigating the Trilemma: Security, Power, and Performance Trade-Offs in Bluetooth Low Energy. ISQED Ning Miao, Chongzhou Fang, Ruijie Fang, Ruoyu Zhang, Mahdi Eslamimehr, Setareh Rafatirad, Hossein Sayadi, Houman Homayoun
2025	C	`conf`	Rapid Adaptation of $\text{SpO}_{2}$ Estimation to Wearable Devices via Transfer Learning on Low-Sampling-Rate PPG. BSN Zequan Liang, Ruoyu Zhang, Wei Shao, Krishna Karthik, Ehsan Kourkchi, Setareh Rafatirad, Houman Homayoun
2025	C	`conf`	Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device. BSN Wei Shao, Ruoyu Zhang, Zequan Liang, Ehsan Kourkchi, Setareh Rafatirad, Houman Homayoun
2025	J	`jnl`	Self-Supervised and Topological Signal-Quality Assessment for Any PPG Device. CoRR Wei Shao, Ruoyu Zhang, Zequan Liang, Ehsan Kourkchi, Setareh Rafatirad, Houman Homayoun
2024	J	`jnl`	APEX: Attention on Personality based Emotion ReXgnition Framework. CoRR Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Chongzhou Fang, Mahdi Eslamimehr, Setareh Rafatirad, Houman Homayoun
2024	A*	`conf`	Architectural Whispers: Robust Machine Learning Models Fingerprinting via Frequency Throttling Side-Channels. DAC Najmeh Nazari, Chongzhou Fang, Hosein Mohammadi Makrani, Behnam Omidi, Mahdi Eslamimehr, Setareh Rafatirad, Avesta Sasan, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
2024	A*	`conf`	Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks. USENIX Security Symposium Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun
2024	C	`conf`	Interactive Framework for Cybersecurity Education and Future Workforce Development. FIE Sujan Ghimire, Muhtasim Alam Chowdhury, Ryan Tsang, Richard C. Yarnell, Emma Heckert, Jaeden Wolf Carpenter, Yu-Zheng Lin, Muntasir Mamun, Ronald F. DeMara, Setareh Rafatirad, Pratik Satam, Soheil Salehi
2024	—	`conf`	LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices. ISQED Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, Houman Homayoun
2024	J	`jnl`	Optimized and Automated Secure IC Design Flow: A Defense-in-Depth Approach. IEEE Trans. Circuits Syst. I Regul. Pap. Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Afrooz Jalilzadeh, Erfan Yazdandoost Hamedani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Soheil Salehi
2024	C	`conf`	Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures. ISCAS Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Muhtasim Alam Chowdhury, Chongzhou Fang, Avesta Sasan, Setareh Rafatirad, Houman Homayoun, Soheil Salehi
2024	A	`conf`	SpecScope: Automating Discovery of Exploitable Spectre Gadgets on Black-Box Microarchitectures. DATE Najmeh Nazari, Behnam Omidi, Chongzhou Fang, Hosein Mohammadi Makrani, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Khaled N. Khasawneh
2024	C	`conf`	The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. EDUCON Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
2024	J	`jnl`	The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. CoRR Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
2024	C	`conf`	Validation of WeBe Band During Physical Activities. BSN Ruijie Fang, Sally Hang, Ruoyu Zhang, Chongzhou Fang, Setareh Rafatirad, Camelia Hostinar, Houman Homayoun
2023	J	`jnl`	Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. IEEE Access Sayed Aresh Beheshti-Shirazi, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.
2023	J	`jnl`	Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems. IEEE Micro Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
2023	—	`conf`	Automated Supervised Topic Modeling Framework for Hardware Weaknesses. ISQED Rakibul Hassan, Charan Bandi, Meng-Tien Tsai, Shahriar Golchin, Sai Manoj P. D., Setareh Rafatirad, Soheil Salehi
2023	—	`conf`	Emotion and Stress Recognition Utilizing Galvanic Skin Response and Wearable Technology: A Real-time Approach for Mental Health Care. BIBM Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Setareh Rafatirad, Houman Homayoun
2023	A	`conf`	Federated Learning with Heterogeneous Models for On-device Malware Detection in IoT Networks. DATE Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2023	J	`jnl`	HW-V2W-Map: Hardware Vulnerability to Weakness Mapping Framework for Root Cause Analysis with GPT-assisted Mitigation Suggestion. CoRR Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Shuyu Cai, Mingyu Zhu, Banafsheh Saber Latibari, Kevin Immanuel Gubbi, Najmeh Nazari Bavarsad, Arjun Caputo, Avesta Sasan, Houman Homayoun, Setareh Rafatirad, Pratik Satam, Soheil Salehi
2023	J	`jnl`	Hardware Trojan Detection Using Machine Learning: A Tutorial. ACM Trans. Embed. Comput. Syst. Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Anirudh Srikanth, Tyler Sheaves, Sayed Arash Beheshti-Shirazi, Sai Manoj PD, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Soheil Salehi
2023	A*	`conf`	HeteroScore: Evaluating and Mitigating Cloud Security Threats Brought by Heterogeneity. NDSS Chongzhou Fang, Najmeh Nazari, Behnam Omidi, Han Wang, Aditya Puri, Manish Arora, Setareh Rafatirad, Houman Homayoun, Khaled N. Khasawneh
2023	—	`conf`	Introducing an Open-Source Python Toolkit for Machine Learning Research in Physiological Signal based Affective Computing. BIBM Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Chongzhou Fang, Setareh Rafatirad, Houman Homayoun
2023	C	`conf`	Towards Race and Gender Equity in Data Science Education. FIE Brendan Baird, Namya Radesh, Setareh Rafatirad, Hossein Sayadi
2023	C	`conf`	Unleashing the Potential of Reinforcement Learning for Enhanced Personalized Education. FIE Chelsea William Fernandes, Tahereh Miari, Setareh Rafatirad, Hossein Sayadi
2022	—	`conf`	A Low Cost EDA-based Stress Detection Using Machine Learning. BIBM Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Anna M. Parenteau, Sally Hang, Setareh Rafatirad, Camelia Hostinar, Mahdi Orooji, Houman Homayoun
2022	J	`jnl`	A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic Locking. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2022	J	`jnl`	A Neural Network-based SAT-Resilient Obfuscation Towards Enhanced Logic Locking. CoRR Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2022	—	`conf`	ATLAS: An Adaptive Transfer Learning Based Pain Assessment System: A Real Life Unsupervised Pain Assessment Solution. EMBC Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Mahdi Orooji, Houman Homayoun, Sayed Mohammad Hosseini, Mahya Faghih, Soheil Rafatirad, Setareh Rafatirad
2022	—	`conf`	Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi
2022	J	`jnl`	Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. ACM Trans. Design Autom. Electr. Syst. Gaurav Kolhe, Tyler David Sheaves, Sai Manoj P. D., Hamid Mahmoodi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2022	C	`conf`	Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. ICCD Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi
2022	A	`conf`	CR-Spectre: Defense-Aware ROP Injected Code-Reuse Based Dynamic Spectre. DATE Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2022	—	`conf`	Convolution Neural Network for Pain Intensity Assessment from Facial Expression. EMBC Elahe Hosseini, Ruijie Fang, Ruoyu Zhang, Chen-Nee Chuah, Mahdi Orooji, Soheil Rafatirad, Setareh Rafatirad, Houman Homayoun
2022	J	`jnl`	Imitating Functional Operations for Mitigating Side-Channel Leakage. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Abhijitt Dhavlle, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2022	C	`conf`	Iron-Dome: Securing IoT Networked Systems at Runtime by Network and Device Characteristics to Confine Malware Epidemics. ICCD Sanket Shukla, Abhijitt Dhavlle, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
2022	A*	`conf`	LOCK&ROLL: deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking. DAC Gaurav Kolhe, Tyler David Sheaves, Kevin Immanuel Gubbi, Soheil Salehi, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Houman Homayoun
2022	C	`conf`	Machine Learning to the Rescue: ML-Assisted Framework for Equity-Driven Education. EDUCON Wooyoung Chung, Xiyu Zhang, Zunaira Ahmad, Hossein Sayadi, Setareh Rafatirad
2022	—	`conf`	Neuromorphic-Enabled Security for IoT. NEWCAS Soheil Salehi, Tyler David Sheaves, Kevin Immanuel Gubbi, Sayed Arash Beheshti, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Tinoosh Mohsenin, Houman Homayoun
2022	—	`conf`	Prevent Over-fitting and Redundancy in Physiological Signal Analyses for Stress Detection. BIBM Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Anna M. Parenteau, Sally Hang, Setareh Rafatirad, Camelia E. Hostinar, Mahdi Orooji, Houman Homayoun
2022	—	`conf`	RAFeL - Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. ACM Great Lakes Symposium on VLSI Sanket Shukla, Gaurav Kolhe, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D.
2022	A*	`conf`	Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. NDSS Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun
2022	A*	`conf`	Silicon validation of LUT-based logic-locked IP cores. DAC Gaurav Kolhe, Tyler Sheaves, Kevin Immanuel Gubbi, Tejas Kadale, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Hamid Mahmoodi, Houman Homayoun
2022	—	`conf`	Survey of Machine Learning for Electronic Design Automation. ACM Great Lakes Symposium on VLSI Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, Tyler David Sheaves, Soheil Salehi, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2022	—	`conf`	Towards Generalized ML Model in Automated Physiological Arousal Computing: A Transfer Learning-Based Domain Generalization Approach. BIBM Ruijie Fang, Ruoyu Zhang, Elahe Hosseini, Anna M. Parenteau, Sally Hang, Setareh Rafatirad, Camelia E. Hostinar, Mahdi Orooji, Houman Homayoun
2021	A	`conf`	A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation. DATE Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	J	`jnl`	Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment. ACM Trans. Model. Perform. Evaluation Comput. Syst. Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Tinoosh Mohsenin, Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	Cloak & Co-locate: Adversarial Railroading of Resource Sharing-based Attacks on the Cloud. SEED Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Khaled N. Khasawneh, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2021	J	`jnl`	Deep Graph Learning for Circuit Deobfuscation. Frontiers Big Data Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao
2021	—	`conf`	Demography-aware COVID-19 Confinement with Game Theory. AICAS Sreenitha Kasarapu, Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	J	`jnl`	Enabling Micro AI for Securing Edge Devices at Hardware Level. IEEE J. Emerg. Sel. Topics Circuits Syst. Han Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	Energy-Efficient and Adversarially Robust Machine Learning with Selective Dynamic Band Filtering. ACM Great Lakes Symposium on VLSI Neha Nagarkar, Khaled N. Khasawneh, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	—	`conf`	Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. AICAS Han Wang, Soheil Salehi, Hossein Sayadi, Avesta Sasan, Tinoosh Mohsenin, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2021	A	`conf`	HMD-Hardener: Adversarially Robust and Efficient Hardware-Assisted Runtime Malware Detection. DATE Abhijitt Dhavlle, Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	C	`conf`	HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures. ICCD Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. ISQED Han Wang, Hossein Sayadi, Avesta Sasan, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2021	A*	`conf`	On-device Malware Detection using Performance-Aware and Robust Collaborative Learning. DAC Sanket Shukla, Sai Manoj P. D., Gaurav Kolhe, Setareh Rafatirad
2021	—	`conf`	Ontology-Driven Framework for Trend Analysis of Vulnerabilities and Impacts in IoT Hardware. ICSC Charan Bandi, Soheil Salehi, Rakibul Hassan, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
2021	—	`conf`	Performance-aware Malware Epidemic Confinement in Large-Scale IoT Networks. ICC Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	—	`conf`	Power Swapper: Approximate Functional Block Assisted Cryptosystem Security. SoCC Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021	J	`jnl`	Repttack: Exploiting Cloud Schedulers to Guide Co-Location Attacks. CoRR Chongzhou Fang, Han Wang, Najmeh Nazari, Behnam Omidi, Avesta Sasan, Khaled N. Khasawneh, Setareh Rafatirad, Houman Homayoun
2021	A*	`conf`	Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks. DAC Gaurav Kolhe, Soheil Salehi, Tyler David Sheaves, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan
2021	J	`jnl`	Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. Cryptogr. Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
2020	C	`conf`	Bidirectional Transformer based on online Text-based information to Implement Convolutional Neural Network Model For Secure Business Investment. ISTAS Maryam Heidari, Setareh Rafatirad
2020	J	`jnl`	Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics. IEEE Access Sai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao, Houman Homayoun
2020	—	`conf`	Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks. ACM Great Lakes Symposium on VLSI Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Houman Homayoun
2020	J	`jnl`	Deep Multi-attributed Graph Translation with Node-Edge Co-evolution. CoRR Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2020	—	`conf`	Entropy-Shield: Side-Channel Entropy Maximization for Timing-based Side-Channel Attacks. ISQED Abhijitt Dhavlle, Raj Mehta, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2020	A	`conf`	Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. DATE Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj P. D., Houman Homayoun, Liang Zhao
2020	C	`conf`	HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks. ICMLA Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2020	A	`conf`	Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks. ICCAD Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2020	A	`conf`	Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. DATE Han Wang, Hossein Sayadi, Tinoosh Mohsenin, Liang Zhao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2020	C	`conf`	Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks. ICCD Han Wang, Hossein Sayadi, Gaurav Kolhe, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2020	—	`conf`	Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. MWSCAS Hossein Sayadi, Han Wang, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Setareh Rafatirad, Houman Homayoun
2020	—	`conf`	SATConda: SAT to SAT-Hard Clause Translator. ISQED Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2020	C	`conf`	SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features. IOLTS Han Wang, Hossein Sayadi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2020	—	`conf`	Semantic Convolutional Neural Network model for Safe Business Investment by Using BERT. SNAMS Maryam Heidari, Setareh Rafatirad
2020	—	`conf`	StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun
2020	—	`conf`	Using Transfer Learning Approach to Implement Convolutional Neural Network model to Recommend Airline Tickets by Using Online Reviews. SMAP Maryam Heidari, Setareh Rafatirad
2019	A	`conf`	2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection. DATE Hossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2019	B	`conf`	A+ Tuning: Architecture+Application Auto-Tuning for In-Memory Data-Processing Frameworks. ICPADS Han Wang, Setareh Rafatirad, Houman Homayoun
2019	A*	`conf`	Adversarial Attack on Microarchitectural Events based Malware Detectors. DAC Sai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
2019	J	`jnl`	Big vs little core for energy-efficient Hadoop computing. J. Parallel Distributed Comput. Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Rajiv V. Joshi, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun
2019	A*	`conf`	Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution. ICDM Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2019	B	`conf`	ECoST: Energy-Efficient Co-Locating and Self-Tuning MapReduce Applications. ICPP Maria Malik, Hassan Ghasemzadeh, Tinoosh Mohsenin, Rosario Cammarota, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
2019	J	`jnl`	Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. CoRR Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Sai Manoj P. D., Houman Homayoun, Liang Zhao, Chang-Tien Lu
2019	A	`conf`	Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks. DATE Sai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun
2019	—	`conf`	MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection. CASES (work in progress) Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
2019	—	`conf`	Mitigating the Performance and Quality of Parallelized Compressive Sensing Reconstruction Using Image Stitching. ACM Great Lakes Symposium on VLSI Mahmoud Namazi, Hosein Mohammadi Makrani, Zhi Tian, Setareh Rafatirad, Mohamad Hosein Akbari, Avesta Sasan, Houman Homayoun
2019	—	`conf`	On Custom LUT-based Obfuscation. ACM Great Lakes Symposium on VLSI Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun
2019	B	`conf`	Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. FPL Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad
2019	J	`jnl`	Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. CoRR Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
2019	C	`conf`	RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence. ICMLA Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
2019	—	`conf`	SAT to SAT-Hard Clause Translator. CASES (work in progress) Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2019	A	`conf`	Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. ICCAD Gaurav Kolhe, Hadi Mardani Kamali, Miklesh Naicker, Tyler David Sheaves, Hamid Mahmoodi, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad, Avesta Sasan
2019	—	`conf`	Sequence-Crafter: Side-Channel Entropy Minimization to Thwart Timing-based Side-Channel Attacks. CASES (work in progress) Abhijitt Dhavlle, Sahil Bhat, Setareh Rafatirad, Houman Homayoun, Sai Manoj P. D.
2019	B	`conf`	Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier. ICTAI Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad
2019	—	`conf`	XPPE: cross-platform performance estimation of hardware accelerators using machine learning. ASP-DAC Hosein Mohammadi Makrani, Hossein Sayadi, Tinoosh Mohsenin, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2018	—	`conf`	A comprehensive memory analysis of data intensive workloads on server class architecture. MEMSYS Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
2018	Misc	`conf`	Advances and throwbacks in hardware-assisted security: special session. CASES Ferdinand Brasser, Lucas Davi, Abhijitt Dhavlle, Tommaso Frassetto, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Ahmad-Reza Sadeghi, Avesta Sasan, Hossein Sayadi, Shaza Zeitouni, Houman Homayoun
2018	—	`conf`	Architectural considerations for FPGA acceleration of machine learning applications in MapReduce. SAMOS Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. CF Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. ASAP Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. TrustCom/BigDataSE Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
2018	Misc	`conf`	Design Space Exploration for Hardware Acceleration of Machine Learning Applications in MapReduce. FCCM Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun
2018	A	`conf`	Efficient utilization of adversarial training towards robust machine learners and its analysis. ICCAD Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud. SoCC Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	Energy-efficient acceleration of MapReduce applications using FPGAs. J. Parallel Distributed Comput. Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Hassan Ghasemzadeh, Houman Homayoun
2018	A*	`conf`	Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification. DAC Hossein Sayadi, Nisarg Patel, Sai Manoj P. D., Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	Hadoop Workloads Characterization for Performance and Energy Efficiency Optimizations on Microservers. IEEE Trans. Multi Scale Comput. Syst. Maria Malik, Katayoun Neshatpour, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	Hardware Accelerated Mappers for Hadoop MapReduce Streaming. IEEE Trans. Multi Scale Comput. Syst. Katayoun Neshatpour, Maria Malik, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2018	B	`conf`	Main-Memory Requirements of Big Data Applications on Commodity Server Platform. CCGrid Hosein Mohammadi Makrani, Setareh Rafatirad, Amir Houmansadr, Houman Homayoun
2018	J	`jnl`	Optimal Allocation of Computation and Communication in an IoT Network. ACM Trans. Design Autom. Electr. Syst. Abhimanyu Chopra, Hakan Aydin, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	Programmable Gates Using Hybrid CMOS-STT Design to Prevent IC Reverse Engineering. ACM Trans. Design Autom. Electr. Syst. Ted Winograd, Gaurav Shenoy, Hassan Salmani, Hamid Mahmoodi, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	System and Architecture Level Characterization of Big Data Applications on Big and Little Core Server Architectures. ACM Trans. Model. Perform. Evaluation Comput. Syst. Maria Malik, Setareh Rafatirad, Houman Homayoun
2017	—	`conf`	Understanding the role of memory subsystem on performance and energy-efficiency of Hadoop applications. IGSC Hosein Mohammadi Makrani, Shahab Tabatabaei, Setareh Rafatirad, Houman Homayoun
2016	C	`conf`	Big biomedical image processing hardware acceleration: A case study for K-means and image filtering. ISCAS Katayoun Neshatpour, Arezou Koohi, Farnoud Farahmand, Rajiv V. Joshi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2013	—	`conf`	Context Correlation Using Probabilistic Semantics. STIDS Setareh Rafatirad, Kathryn B. Laskey, Paulo Cesar G. da Costa
2013	—	`conf`	Context-Based Event Ontology Extension in Multimedia Applications. ICSC Setareh Rafatirad, Ramesh C. Jain, Kathryn B. Laskey
2013	—	`conf`	Transforming Personal Artifacts into Probabilistic Narratives. UAI Application Workshops Setareh Rafatirad, Kathryn B. Laskey
2011	J	`jnl`	A comprehensive study of visual event computing. Multim. Tools Appl. WeiQi Yan, Declan F. Kieran, Setareh Rafatirad, Ramesh C. Jain
2011	—	`conf`	Contextual Augmentation of Ontology for Recognizing Sub-events. ICSC Setareh Rafatirad, Ramesh C. Jain
2009	—	`conf`	Event composition operators: ECO. EIMM@MM Setareh Rafatirad, Amarnath Gupta, Ramesh C. Jain
2009	—	`conf`	MEDIALIFE: from images to a life chronicle. SIGMOD Conference Amarnath Gupta, Setareh Rafatirad, Mingyan Gao, Ramesh C. Jain