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Ph.D. Candidate
University at Buffalo SUNY
309 White Rd, Amherst, NY 14260
[Email] name AT buffalo DOT edu
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Short bio: I am a Ph.D. candidate majoring in Computer Science at the University at Buffalo (SUNY).
My advisor is Prof. Hongxin Hu.
I received my bachelor's degree from Xi'an Jiaotong University.
I am grateful to have received support for my research from the Amazon Research Award.
Research Interests
My research interests center around cyberscurity and machine learning.
I am particularly interested in developing explainable and robust machine learning models for network security.
I am also interested in the intersection of machine learning and cybersecurity,
including ai-powered cyber attacks and adversarial machine learning.
Publications
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xNIDS: Explaining Deep Learning-based Network Intrusion Detection Systems for Active Intrusion Responses.
In Proceedings of the 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023
Feng Wei, Hongda Li, Ziming Zhao, and Hongxin Hu.
[PDF] [Code]
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Enabling Dynamic Network Access Control with Anomaly-based IDS and SDN.
Feng Wei*, Hongda Li*, and Hongxin Hu.
In Proceedings of ACM International Workshop on Security in Software Defined Networks and Network Function Virtualization (SDN-NFV Security 2019), Richardson, Texas, USA, March 27, 2019. (*co-first auhtor)
[PDF]
Collabrators
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Professor Fabio Pierazzi AI for System Security, King's College London, UK.
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Professor Yisroel Mirsky Offensive AI, Ben-Gurion University, Israel.
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Dr. Ye Wang Machine Learning and Information Theory, Mitsubishi Electric Research Laboratories, USA.
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Ph.D. Student Xinfan Guo Safe and Trusted AI, Imperial College London, UK.
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Ph.D. Student Guojun Xiong Applied Math and Statistics, Stony Brook University, USA.
Services
Program Committee Member:
Conference Paper (Sub) Reviewer:
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ACM CCS 2023, 2024
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ICML 2023
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NeurIPS 2022
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AAAI 2021
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AsiaCCS 2020, 2021, 2022
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ACSAC 2019, 2020, 2021, 2022, 2023
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CODASPY 2019, 2020, 2021, 2022, 2023, 2024
Journal Paper Reviewer:
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IEEE Transactions on Machine Learning in Communications and Networking
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IEEE Transactions on Dependable and Secure Computing
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IEEE Transactions on Cloud Computing
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Information Systems Frontiers
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Computers & Security
Teaching
Competitions and Awards
Hobby
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I like swimming and sailing.
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"All men will be sailors then, until the sea shall free them." - Leonard Cohen
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“小舟从此逝,江海寄余生” - 苏轼
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