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2020 – today
- 2024
[j1]Zhangying He, Houman Homayoun, Hossein Sayadi:
Guarding Against the Unknown: Deep Transfer Learning for Hardware Image-Based Malware Detection. J. Hardw. Syst. Secur. 8(2): 61-78 (2024)- [c12]Zhangying He
, Houman Homayoun, Hossein Sayadi:
Beyond Conventional Defenses: Proactive and Adversarial-Resilient Hardware Malware Detection using Deep Reinforcement Learning. DAC 2024: 314:1-314:6 - [c11]Zhangying He, Chelsea William Fernandes, Hossein Sayadi:
ObfusGate: Representation Learning-Based Gatekeeper for Hardware-Level Obfuscated Malware Detection. DATE 2024: 1-2 - [c10]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: 1-10 - [c9]Hossein Sayadi, Zhangying He, Tahereh Miari, Mehrdad Aliasgari:
Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems. ISCAS 2024: 1-5 - [c8]Hossein Sayadi, Zhangying He, Hosein Mohammadi Makrani, Houman Homayoun:
Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey. ISQED 2024: 1-10 - [i1]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 abs/2407.05205 (2024) - 2023
- [c7]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: 1-5 - [c6]Zhangying He, Hossein Sayadi:
Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method. ISQED 2023: 1-8 - [c5]Ilmaan Zia, Muhammad Abdul Basit Ur Rahim, Tairan Liu, Zhangying He:
Formal Modeling and Verification of Industrial Robotic Arm - A Case Study. QRS Companion 2023: 499-508 - 2022
- [c4]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: 27-32 - [c3]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: 231-238 - [c2]Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi:
Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. ISQED 2022: 77-83 - 2021
- [c1]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: 85-90
Coauthor Index
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