H. Sayadi

发表

Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection

H. Homayoun, Z. He, Amin Rezaei, 2022, ACM Great Lakes Symposium on VLSI.

Distributed Logic Encryption: Essential Security Requirements and Low-Overhead Implementation

Raheel Afsharmazayejani, Amin Rezaei, H. Sayadi, 2022, ACM Great Lakes Symposium on VLSI.

Towards AI-Enabled Hardware Security: Challenges and Opportunities

Aydin Aysu, Mehrdad Aliasgari, Furkan Aydin, 2022, 2022 IEEE 28th International Symposium on On-Line Testing and Robust System Design (IOLTS).

Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks

T. Mohsenin, S. Rafatirad, H. Homayoun, 2020, ACM Great Lakes Symposium on VLSI.

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events

Houman Homayoun, Hosein Mohammadi Makrani, Yifeng Gao, 2021, 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS).

When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection

Houman Homayoun, Hosein Mohammadi Makrani, Hossein Sayadi, 2021, 2021 22nd International Symposium on Quality Electronic Design (ISQED).

Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures

Han Wang, Houman Homayoun, Hosein Mohammadi Makrani, 2020, 2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS).

Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design

Liang Zhao, Avesta Sasan, Houman Homayoun, 2019, 2019 29th International Conference on Field Programmable Logic and Applications (FPL).

XPPE: cross-platform performance estimation of hardware accelerators using machine learning

Avesta Sasan, Houman Homayoun, Hosein Mohammadi Makrani, 2019, ASP-DAC.

SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features

Houman Homayoun, Setareh Rafatirad, Avesta Sasan, 2020, 2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS).

A Comprehensive Analysis of Chaos-Based Secure Systems

Mehrdad Aliasgari, H. Sayadi, A. Hedayatipour, 2021, SVCC.

Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, Yet Effective Time Series CNN-Based Approach

Houman Homayoun, Hosein Mohammadi Makrani, Yifeng Gao, 2021, Cryptography.

Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks

Han Wang, Houman Homayoun, Gaurav Kolhe, 2020, 2020 IEEE 38th International Conference on Computer Design (ICCD).

Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: A Comprehensive Analysis and Classification

Avesta Sasan, Houman Homayoun, Setareh Rafatirad, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Enabling Micro AI for Securing Edge Devices at Hardware Level

Houman Homayoun, Setareh Rafatirad, Avesta Sasan, 2021, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle

Houman Homayoun, Tinoosh Mohsenin, Sai Manoj Pudukotai Dinakarrao, 2021, 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS).

HybriDG: Hybrid Dynamic Time Warping and Gaussian Distribution Model for Detecting Emerging Zero-Day Microarchitectural Side-Channel Attacks

S. Rafatirad, H. Homayoun, H. Sayadi, 2020, 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA).

Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks

Han Wang, Houman Homayoun, Setareh Rafatirad, 2020, 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis

Han Wang, Avesta Sasan, Houman Homayoun, 2020, 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT Networks

Houman Homayoun, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms

S. Rafatirad, Z. He, H. Sayadi, 2022, 2022 23rd International Symposium on Quality Electronic Design (ISQED).

2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection

Avesta Sasan, Houman Homayoun, Hosein Mohammadi Makrani, 2019, 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Cognitive and Scalable Technique for Securing IoT Networks Against Malware Epidemics

Avesta Sasan, Houman Homayoun, Xiaojie Guo, 2020, IEEE Access.

Fast and Efficient Deployment of Security Defenses Via Context Sensitive Decoding

Houman Homayoun, Dean M. Tullsen, Hossein Sayadi, 2019 .

Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices

Houman Homayoun, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, 2018, 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).

Adversarial Attack on Microarchitectural Events based Malware Detectors

Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao, 2019, 2019 56th ACM/IEEE Design Automation Conference (DAC).

Special Session: Advances and Throwbacks in Hardware-Assisted Security

Avesta Sasan, Houman Homayoun, Ahmad-Reza Sadeghi, 2018, 2018 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES).

Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning

Houman Homayoun, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, 2018, CF.

Machine Learning-Based Approaches for Energy-Efficiency Prediction and Scheduling in Composite Cores Architectures

Avesta Sasan, Houman Homayoun, Hossein Sayadi, 2017, 2017 IEEE International Conference on Computer Design (ICCD).

Machine Learning based Malware Detection for Secure Smart Grids

H. Homayoun, H. Sayadi, Kevin Immanuel Gubbi, 2022, 2022 11th International Conference on Renewable Energy Research and Application (ICRERA).

Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized Environment

Houman Homayoun, Hosein Mohammadi Makrani, Tinoosh Mohsenin, 2021, ACM Trans. Model. Perform. Evaluation Comput. Syst..

Advances and throwbacks in hardware-assisted security: special session

Avesta Sasan, Houman Homayoun, Ahmad-Reza Sadeghi, 2018, CASES.

Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads

Houman Homayoun, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, 2018, 2018 IEEE 29th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices

Mehrdad Aliasgari, Amin Rezaei, H. Sayadi, 2023, 2023 24th International Symposium on Quality Electronic Design (ISQED).

A comprehensive memory analysis of data intensive workloads on server class architecture

Houman Homayoun, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, 2018, MEMSYS.

ScholarWorks @ UTRGV ScholarWorks @ UTRGV

Hosein Mohammadi Makrani, S. Rafatirad, H. Homayoun, 2022 .

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events

Hosein Mohammadi Makrani, Jessica Lin, H. Homayoun, 2021, 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS).

StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features

Hosein Mohammadi Makrani, Jessica Lin, T. Mohsenin, 2020, ACM Great Lakes Symposium on VLSI.

A data recomputation approach for reliability improvement of scratchpad memory in embedded systems

Seyed Ghassem Miremadi, Hossein Sayadi, Hamed Farbeh, 2014, 2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT).