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Shiqing Ma — most-cited papers & profile · Cybersecurity
← authors
·
overview
Shiqing Ma
13
papers ·
122
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Dynamic Backdoor Attacks Against Machine Learning Models
2020 · 46 citations
Rethinking the Reverse-engineering of Trojan Triggers
2022 · 19 citations
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
2022 · 17 citations
Deep Learning Backdoors
2020 · 7 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
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
2024 · 3 citations
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
2023 · 2 citations
Top co-authors
Guangyu Shen
· 5
Guanhong Tao
· 5
Shengwei An
· 5
Kaiyuan Zhang
· 4
Siyuan Cheng
· 4
Qiuling Xu
· 3
Xiangyu Zhang
· 3
Yingqi Liu
· 3
Pin-Yu Chen
· 2
Shiwei Feng
· 2
Zhenting Wang
· 2
Ahmed Salem
· 1
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Privacy
Network Security
Malware Detection
Forensics