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Siyuan Cheng — most-cited papers & profile · Cybersecurity
← authors
·
overview
Siyuan Cheng
14
papers ·
92
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
From Poisoned to Aware: Fostering Backdoor Self-Awareness in LLMs
2025
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs
2024
Top co-authors
Guangyu Shen
· 7
Guanhong Tao
· 5
Shengwei An
· 5
Kaiyuan Zhang
· 4
Shiqing Ma
· 4
Yingqi Liu
· 4
Zhuo Zhang
· 4
Qiuling Xu
· 3
Xiangyu Zhang
· 3
Hanxi Guo
· 2
Shiwei Feng
· 2
Xiangyu Zhang
· 2
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
LLM Security
Privacy
Network Security
Forensics