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Zhen Xiang — most-cited papers & profile · Cybersecurity
← authors
·
overview
Zhen Xiang
24
papers ·
197
citations ·
16
h-index
Central South University · University of Georgia · Hunan Children's Hospital · China Southern Power Grid (China) · Zhejiang University
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Most-cited papers
Reverse Engineering Imperceptible Backdoor Attacks On Deep Neural Networks For Detection And Training Set Cleansing
2020 · 25 citations
Adversarial Learning In Statistical Classification: A Comprehensive Review Of Defenses Against Attacks
2019 · 22 citations
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models
2024 · 8 citations
A Backdoor Attack against 3D Point Cloud Classifiers
2021 · 6 citations
Post-Training Detection of Backdoor Attacks for Two-Class and Multi-Attack Scenarios
2022 · 6 citations
UMD: Unsupervised Model Detection For X2X Backdoor Attacks
2023 · 3 citations
Backdoor Mitigation By Correcting The Distribution Of Neural Activations
2023 · 2 citations
A Mixture Model Based Defense for Data Poisoning Attacks Against Naive Bayes Spam Filters
2018 · 2 citations
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
2023 · 2 citations
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models
2024 · 2 citations
MM-BD: Post-training Detection Of Backdoor Attacks With Arbitrary Backdoor Pattern Types Using A Maximum Margin Statistic
2022 · 1 citations
Test-Time Detection of Backdoor Triggers for Poisoned Deep Neural Networks
2021 · 1 citations
MetaBreak: Jailbreaking Online LLM Services via Special Token Manipulation
2025
Code Agent can be an End-to-end System Hacker: Benchmarking Real-world Threats of Computer-use Agent
2025
Comprehensive Vulnerability Analysis is Necessary for Trustworthy LLM-MAS
2025
Top co-authors
David J. Miller
· 9
George Kesidis
· 5
Siheng Chen
· 4
Xi Li
· 4
Bo Li
· 3
Pengfei He
· 2
Yanfeng Wang
· 2
Yue Xing
· 2
Zidi Xiong
· 2
Bhaskar Ramasubramanian
· 1
Bin Hu
· 1
Bochuan Cao
· 1
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Anomaly Detection
Malware Detection
LLM Security
Privacy
Network Security