When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection. - Zhangying He; Tahereh Miari; Hosein Mohammadi Makrani; Mehrdad Aliasgari; Houman Homayoun; Hossein Sayadi (ISQED, 2021)

Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection. - Zhangying He; Amin Rezaei 001; Houman Homayoun; Hossein Sayadi (ACM Great Lakes Symposium on VLSI, 2022)

Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach. - Zhangying He; Hosein Mohammadi Makrani; Setareh Rafatirad; Houman Homayoun; Hossein Sayadi (ICCD, 2022)

Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms. - Hosein Mohammadi Makrani; Zhangying He; Setareh Rafatirad; Hossein Sayadi (ISQED, 2022)

Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense. - Hossein Sayadi; Zhangying He; Chelsea William Fernandes; Tahereh Miari (BioCAS, 2023)

Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method. - Zhangying He; Hossein Sayadi (ISQED, 2023)

Formal Modeling and Verification of Industrial Robotic Arm - A Case Study. - Ilmaan Zia; Muhammad Abdul Basit Ur Rahim; Tairan Liu; Zhangying He (QRS Companion, 2023)

Beyond Conventional Defenses: Proactive and Adversarial-Resilient Hardware Malware Detection using Deep Reinforcement Learning. - Zhangying He; Houman Homayoun; Hossein Sayadi (DAC, 2024)

ObfusGate: Representation Learning-Based Gatekeeper for Hardware-Level Obfuscated Malware Detection. - Zhangying He; Chelsea William Fernandes; Hossein Sayadi (DATE, 2024)

The AI Companion in Education: Analyzing the Pedagogical Potential of ChatGPT in Computer Science and Engineering. - Zhangying He; Thomas Nguyen; Tahereh Miari; Mehrdad Aliasgari; Setareh Rafatirad; Hossein Sayadi (EDUCON, 2024)

Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems. - Hossein Sayadi; Zhangying He; Tahereh Miari; Mehrdad Aliasgari (ISCAS, 2024)

Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey. - Hossein Sayadi; Zhangying He; Hosein Mohammadi Makrani; Houman Homayoun (ISQED, 2024)

Guarding Against the Unknown: Deep Transfer Learning for Hardware Image-Based Malware Detection. - Zhangying He; Houman Homayoun; Hossein Sayadi (J. Hardw. Syst. Secur., 2024)

REACT: Randomized Encryption with AI-Controlled Targeting for Next-Gen Secure Communication. - Zhangying He; Hossein Sayadi (DATE, 2025)

PowerPrint: Harnessing Machine Learning for Accurate and Scalable Device Fingerprinting via Power Consumption. - Zhangying He; Hossein Sayadi (ISCAS, 2025)

Obfuscation-Resistant Hardware Malware Detection: A Stacked Denoising Autoencoder Approach. - Zhangying He; Chelsea William Fernandes; Hossein Sayadi (ISQED, 2025)