Hossein Sayadi

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 59

Top Topics

Countermeasures

Malware Detection

Comprehensive Analysis

Resource Limited

Top Venues

Publications

Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. EDUCON (2024)
Zhangying He, Chelsea William Fernandes, Hossein Sayadi
ObfusGate: Representation Learning-Based Gatekeeper for Hardware-Level Obfuscated Malware Detection. DATE (2024)
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Hossein Sayadi, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun
Forget and Rewire: Enhancing the Resilience of Transformer-based Models against Bit-Flip Attacks. USENIX Security Symposium (2024)
Hossein Sayadi, Zhangying He, Hosein Mohammadi Makrani, Houman Homayoun
Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey. ISQED (2024)
Najmeh Nazari, Furi Xiang, Chongzhou Fang, Hosein Mohammadi Makrani, Aditya Puri, Kartik Patwari, Hossein Sayadi, Setareh Rafatirad, Chen-Nee Chuah, Houman Homayoun
LLM-FIN: Large Language Models Fingerprinting Attack on Edge Devices. ISQED (2024)
Hossein Sayadi, Zhangying He, Tahereh Miari, Mehrdad Aliasgari
Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems. ISCAS (2024)
Zhangying He, Thomas Nguyen, Tahereh Miari, Mehrdad Aliasgari, Setareh Rafatirad, Hossein Sayadi
The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. CoRR (2024)
Hossein Sayadi, Zhangying He, Chelsea William Fernandes, Tahereh Miari
Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense. BioCAS (2023)
Rahul Vishwakarma, Ravi Monani, Amin Rezaei, Hossein Sayadi, Mehrdad Aliasgari, Ava Hedayatipour
Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices. ISQED (2023)
Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun
Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems. IEEE Micro 43 (5) (2023)
Rahul Vishwakarma, Ravi Monani, Amin Rezaei, Hossein Sayadi, Mehrdad Aliasgari, Ava Hedayatipour
Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices. CoRR (2023)
Chelsea William Fernandes, Tahereh Miari, Setareh Rafatirad, Hossein Sayadi
Unleashing the Potential of Reinforcement Learning for Enhanced Personalized Education. FIE (2023)
Jinha Hwang, Gauri Kale, Persis Premkumar Patel, Rahul Vishwakarma, Mehrdad Aliasgari, Ava Hedayatipour, Amin Rezaei, Hossein Sayadi
Machine Learning in Chaos-Based Encryption: Theory, Implementations, and Applications. IEEE Access 11 (2023)
Zhangying He, Hossein Sayadi
Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method. ISQED (2023)
Brendan Baird, Namya Radesh, Setareh Rafatirad, Hossein Sayadi
Towards Race and Gender Equity in Data Science Education. FIE (2023)
Zhangying He, Hosein Mohammadi Makrani, Setareh Rafatirad, Houman Homayoun, Hossein Sayadi
Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. ICCD (2022)
Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi
Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED (2022)
Wooyoung Chung, Xiyu Zhang, Zunaira Ahmad, Hossein Sayadi, Setareh Rafatirad
Machine Learning to the Rescue: ML-Assisted Framework for Equity-Driven Education. EDUCON (2022)
Hossein Sayadi, Mehrdad Aliasgari, Furkan Aydin, Seetal Potluri, Aydin Aysu, Jack Edmonds, Sara Tehranipoor
Towards AI-Enabled Hardware Security: Challenges and Opportunities. IOLTS (2022)
Raheel Afsharmazayejani, Hossein Sayadi, Amin Rezaei
Distributed Logic Encryption: Essential Security Requirements and Low-Overhead Implementation. ACM Great Lakes Symposium on VLSI (2022)
Amin Rezaei, Ava Hedayatipour, Hossein Sayadi, Mehrdad Aliasgari, Hai Zhou
Global Attack and Remedy on IC-Specific Logic Encryption. HOST (2022)
Zhangying He, Amin Rezaei, Houman Homayoun, Hossein Sayadi
Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection. ACM Great Lakes Symposium on VLSI (2022)
Han Wang, Hossein Sayadi, Avesta Sasan, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. ISQED (2021)
Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Khaled N. Khasawneh, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Cloak & Co-locate: Adversarial Railroading of Resource Sharing-based Attacks on the Cloud. SEED (2021)
Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Tinoosh Mohsenin, Setareh Rafatirad, Houman Homayoun
Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5 (4) (2021)
Han Wang, Soheil Salehi, Hossein Sayadi, Avesta Sasan, Tinoosh Mohsenin, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. AICAS (2021)
Hosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Houman Homayoun
Security Threats in Cloud Rooted from Machine Learning-Based Resource Provisioning Systems. SVCC (2021)
Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi
Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. IOLTS (2021)
Han Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Enabling Micro AI for Securing Edge Devices at Hardware Level. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Ava Hedayatipour, Ravi Monani, Amin Rezaei, Mehrdad Aliasgari, Hossein Sayadi
A Comprehensive Analysis of Chaos-Based Secure Systems. SVCC (2021)
Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun
HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures. ICCD (2021)
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Jessica Lin, Paulo Cesar G. da Costa, Setareh Rafatirad, Houman Homayoun
Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, yet Effective Time Series CNN-Based Approach. Cryptogr. 5 (4) (2021)
Zhangying He, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Houman Homayoun, Hossein Sayadi
When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection. ISQED (2021)
Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks. ICCAD (2020)
Han Wang, Hossein Sayadi, Gaurav Kolhe, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks. ICCD (2020)
Han Wang, Hossein Sayadi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features. IOLTS (2020)
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun
StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI (2020)
Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks. ICMLA (2020)
Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Houman Homayoun
Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks. ACM Great Lakes Symposium on VLSI (2020)
Sai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao, Houman Homayoun
Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics. IEEE Access 8 (2020)
Hossein Sayadi, Han Wang, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Setareh Rafatirad, Houman Homayoun
Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. MWSCAS (2020)
Han Wang, Hossein Sayadi, Tinoosh Mohsenin, Liang Zhao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. DATE (2020)
Hossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection. DATE (2019)
Sai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun
Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks. DATE (2019)
Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad
Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. FPL (2019)
Sai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
Adversarial Attack on Microarchitectural Events based Malware Detectors. DAC (2019)
Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad
Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. CoRR (2019)
Hosein Mohammadi Makrani, Hossein Sayadi, Tinoosh Mohsenin, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
XPPE: cross-platform performance estimation of hardware accelerators using machine learning. ASP-DAC (2019)
Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun
Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. CF (2018)
Hossein Sayadi, Divya Pathak, Ioannis Savidis, Houman Homayoun
Power conversion efficiency-aware mapping of multithreaded applications on heterogeneous architectures: A comprehensive parameter tuning. ASP-DAC (2018)
Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. TrustCom/BigDataSE (2018)
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
Advances and throwbacks in hardware-assisted security: special session. CASES (2018)
Hossein Sayadi
Energy-Efficiency Prediction of Multithreaded Workloads on Heterogeneous Composite Cores Architectures using Machine Learning Techniques. CoRR (2018)
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. ASAP (2018)
Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun
Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud. SoCC (2018)
Hossein Sayadi, Nisarg Patel, Sai Manoj P. D., Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification. DAC (2018)
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun
A comprehensive memory analysis of data intensive workloads on server class architecture. MEMSYS (2018)
Hossein Sayadi, Nisarg Patel, Avesta Sasan, Houman Homayoun
Machine Learning-Based Approaches for Energy-Efficiency Prediction and Scheduling in Composite Cores Architectures. ICCD (2017)
Hossein Sayadi, Houman Homayoun
Scheduling multithreaded applications onto heterogeneous composite cores architecture. IGSC (2017)
Hossein Sayadi, Hamed Farbeh, Amir Mahdi Hosseini Monazzah, Seyed Ghassem Miremadi
A data recomputation approach for reliability improvement of scratchpad memory in embedded systems. DFT (2014)