Zhangying He

18 papers A* 1A 2C 4Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
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 — 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
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 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 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
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
Formal Modeling and Verification of Industrial Robotic Arm - A Case Study.
QRS Companion
Ilmaan Zia, Muhammad Abdul Basit Ur Rahim, Tairan Liu, Zhangying He
2023 — conf
Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method.
ISQED
Zhangying He, 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
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