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Shengwei An — most-cited papers & profile · Cybersecurity
← authors
·
overview
Shengwei An
12
papers ·
73
citations ·
13
h-index
Virginia Tech
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Backdoor Attack through Frequency Domain
2021 · 20 citations
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
2022 · 17 citations
Backdoor Vulnerabilities in Normally Trained Deep Learning Models
2022 · 6 citations
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
2023 · 4 citations
DECK: Model Hardening for Defending Pervasive Backdoors
2022 · 3 citations
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
2024 · 3 citations
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
2023 · 2 citations
Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer
2022 · 1 citations
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
2025
Top co-authors
Guanhong Tao
· 7
Guangyu Shen
· 6
Shiqing Ma
· 5
Siyuan Cheng
· 5
Kaiyuan Zhang
· 4
Qiuling Xu
· 4
Yingqi Liu
· 4
Shiwei Feng
· 3
Xiangyu Zhang
· 3
Pin-Yu Chen
· 2
Tong Wang
· 2
Yunshu Mao
· 2
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Privacy
Network Security
Forensics