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Zhangying He
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 6
Top Topics
Biomedical Literature
Malicious Executables
Cyber Defense
Machine Learning
Top Venues
ISQED
ICCD
BioCAS
ACM Great Lakes Symposium on VLSI
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Publications
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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)
Zhangying He
,
Hossein Sayadi
Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method.
ISQED
(2023)
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)
Hosein Mohammadi Makrani
,
Zhangying He
,
Setareh Rafatirad
,
Hossein Sayadi
Accelerated Machine Learning for On-Device Hardware-Assisted Cybersecurity in Edge Platforms.
ISQED
(2022)
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)
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)