Zhangying He

According to our database, Zhangying He authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Guarding Against the Unknown: Deep Transfer Learning for Hardware Image-Based Malware Detection.

Zhangying He, Houman Homayoun, Hossein Sayadi

J. Hardw. Syst. Secur., June, 2024

Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey.

Hossein Sayadi, Zhangying He, Hosein Mohammadi Makrani, Houman Homayoun

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems.

Hossein Sayadi, Zhangying He, Tahereh Miari, Mehrdad Aliasgari

Proceedings of the IEEE International Symposium on Circuits and Systems, 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

Proceedings of the IEEE Global Engineering Education Conference, 2024

ObfusGate: Representation Learning-Based Gatekeeper for Hardware-Level Obfuscated Malware Detection.

Zhangying He, Chelsea William Fernandes, Hossein Sayadi

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Beyond Conventional Defenses: Proactive and Adversarial-Resilient Hardware Malware Detection using Deep Reinforcement Learning.

Zhangying He, Houman Homayoun, Hossein Sayadi

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Formal Modeling and Verification of Industrial Robotic Arm - A Case Study.

Ilmaan Zia, Muhammad Abdul Basit Ur Rahim, Tairan Liu, Zhangying He

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method.

Zhangying He, Hossein Sayadi

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense.

Hossein Sayadi, Zhangying He, Chelsea William Fernandes, Tahereh Miari

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022

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

Hosein Mohammadi Makrani, Zhangying He, Setareh Rafatirad, Hossein Sayadi

Proceedings of the 23rd International Symposium on Quality Electronic Design, 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

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

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

Zhangying He, Amin Rezaei, Houman Homayoun, Hossein Sayadi

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

2021

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

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021