Hossein Sayadi

78 papers A* 5A 6B 1C 17Misc 1Journal 17Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Is Mamba Reliable for Medical Imaging? CoRR Banafsheh Saber Latibari, Najmeh Nazari, Daniel Brignac, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	J	`jnl`	AI in Chaos: Adaptive and Secure Communication Via Deep Reinforcement Learning and Moving Target Defense. IEEE Access Zhangying He, Hossein Sayadi
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`	Hammering the Diagnosis: Rowhammer-Induced Stealthy Trojan Attacks on ViT-Based Medical Imaging. ICCD Banafsheh Saber Latibari, Najmeh Nazari, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	J	`jnl`	Hammering the Diagnosis: Rowhammer-Induced Stealthy Trojan Attacks on ViT-Based Medical Imaging. CoRR Banafsheh Saber Latibari, Najmeh Nazari, Hossein Sayadi, Houman Homayoun, Abhijit Mahalanobis
2025	—	`conf`	LightBench: A Hardware-Aware Trusted Execution Platform for Intelligent Malware Detection at the Edge. ACM Great Lakes Symposium on VLSI Ning Miao, Hossein Sayadi, Kumara Srivatsa Kondapalli, Mahdi Eslamimehr, 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	—	`conf`	Obfuscation-Resistant Hardware Malware Detection: A Stacked Denoising Autoencoder Approach. ISQED Zhangying He, Chelsea William Fernandes, Hossein Sayadi
2025	C	`conf`	PowerPrint: Harnessing Machine Learning for Accurate and Scalable Device Fingerprinting via Power Consumption. ISCAS Zhangying He, Hossein Sayadi
2025	A	`conf`	REACT: Randomized Encryption with AI-Controlled Targeting for Next-Gen Secure Communication. DATE Zhangying He, Hossein Sayadi
2025	—	`conf`	Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook. ACM Great Lakes Symposium on VLSI Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi
2025	J	`jnl`	Transformers for Secure Hardware Systems: Applications, Challenges, and Outlook. CoRR Banafsheh Saber Latibari, Najmeh Nazari, Avesta Sasan, Houman Homayoun, Pratik Satam, Soheil Salehi, Hossein Sayadi
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`	Beyond Conventional Defenses: Proactive and Adversarial-Resilient Hardware Malware Detection using Deep Reinforcement Learning. DAC Zhangying He, Houman Homayoun, Hossein Sayadi
2024	C	`conf`	ChatGPT vs. Gemini: Comparative Evaluation in Cybersecurity Education with Prompt Engineering Impact. FIE Thomas Nguyen, Hossein Sayadi
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	J	`jnl`	Guarding Against the Unknown: Deep Transfer Learning for Hardware Image-Based Malware Detection. J. Hardw. Syst. Secur. Zhangying He, Houman Homayoun, Hossein Sayadi
2024	—	`conf`	Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey. ISQED Hossein Sayadi, Zhangying He, Hosein Mohammadi Makrani, Houman Homayoun
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	A	`conf`	ObfusGate: Representation Learning-Based Gatekeeper for Hardware-Level Obfuscated Malware Detection. DATE Zhangying He, Chelsea William Fernandes, Hossein Sayadi
2024	C	`conf`	Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems. ISCAS Hossein Sayadi, Zhangying He, Tahereh Miari, Mehrdad Aliasgari
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	J	`jnl`	Transformers: A Security Perspective. IEEE Access Banafsheh Saber Latibari, Najmeh Nazari, Muhtasim Alam Chowdhury, Kevin Immanuel Gubbi, Chongzhou Fang, Sujan Ghimire, Elahe Hosseini, Hossein Sayadi, Houman Homayoun, Soheil Salehi, Avesta Sasan
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`	Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices. ISQED Rahul Vishwakarma, Ravi Monani, Amin Rezaei, Hossein Sayadi, Mehrdad Aliasgari, Ava Hedayatipour
2023	J	`jnl`	Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices. CoRR Rahul Vishwakarma, Ravi Monani, Amin Rezaei, Hossein Sayadi, Mehrdad Aliasgari, Ava Hedayatipour
2023	—	`conf`	Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense. BioCAS Hossein Sayadi, Zhangying He, Chelsea William Fernandes, Tahereh Miari
2023	—	`conf`	Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method. ISQED Zhangying He, Hossein Sayadi
2023	J	`jnl`	Machine Learning in Chaos-Based Encryption: Theory, Implementations, and Applications. IEEE Access Jinha Hwang, Gauri Kale, Persis Premkumar Patel, Rahul Vishwakarma, Mehrdad Aliasgari, Ava Hedayatipour, Amin Rezaei, Hossein Sayadi
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`	Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi
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	—	`conf`	Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection. ACM Great Lakes Symposium on VLSI Zhangying He, Amin Rezaei, Houman Homayoun, Hossein Sayadi
2022	—	`conf`	Distributed Logic Encryption: Essential Security Requirements and Low-Overhead Implementation. ACM Great Lakes Symposium on VLSI Raheel Afsharmazayejani, Hossein Sayadi, Amin Rezaei
2022	—	`conf`	Global Attack and Remedy on IC-Specific Logic Encryption. HOST Amin Rezaei, Ava Hedayatipour, Hossein Sayadi, Mehrdad Aliasgari, Hai Zhou
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	C	`conf`	Towards AI-Enabled Hardware Security: Challenges and Opportunities. IOLTS Hossein Sayadi, Mehrdad Aliasgari, Furkan Aydin, Seetal Potluri, Aydin Aysu, Jack Edmonds, Sara Tehranipoor
2021	—	`conf`	A Comprehensive Analysis of Chaos-Based Secure Systems. SVCC Ava Hedayatipour, Ravi Monani, Amin Rezaei, Mehrdad Aliasgari, Hossein Sayadi
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	C	`conf`	Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. IOLTS Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi
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`	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`	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	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	—	`conf`	Security Threats in Cloud Rooted from Machine Learning-Based Resource Provisioning Systems. SVCC Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Houman Homayoun
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
2021	—	`conf`	When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection. ISQED Zhangying He, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Houman Homayoun, Hossein Sayadi
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	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	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`	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
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	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	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	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	—	`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`	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	J	`jnl`	Energy-Efficiency Prediction of Multithreaded Workloads on Heterogeneous Composite Cores Architectures using Machine Learning Techniques. CoRR Hossein Sayadi
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	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	—	`conf`	Power conversion efficiency-aware mapping of multithreaded applications on heterogeneous architectures: A comprehensive parameter tuning. ASP-DAC Hossein Sayadi, Divya Pathak, Ioannis Savidis, Houman Homayoun
2017	C	`conf`	Machine Learning-Based Approaches for Energy-Efficiency Prediction and Scheduling in Composite Cores Architectures. ICCD Hossein Sayadi, Nisarg Patel, Avesta Sasan, Houman Homayoun
2017	—	`conf`	Scheduling multithreaded applications onto heterogeneous composite cores architecture. IGSC Hossein Sayadi, Houman Homayoun
2014	—	`conf`	A data recomputation approach for reliability improvement of scratchpad memory in embedded systems. DFT Hossein Sayadi, Hamed Farbeh, Amir Mahdi Hosseini Monazzah, Seyed Ghassem Miremadi