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Kaiyuan Zhang — most-cited papers & profile · Cybersecurity
← authors
·
overview
Kaiyuan Zhang
26
papers ·
69
citations ·
16
h-index
University of California, Los Angeles · Purdue University West Lafayette · Dalian University of Technology · Northeast Forestry University
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Most-cited papers
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
2022 · 17 citations
CENSOR: Defense Against Gradient Inversion Via Orthogonal Subspace Bayesian Sampling
2025 · 4 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
Cascading and Proxy Membership Inference Attacks
2025
Browsesafe: Understanding And Preventing Prompt Injection Within AI Browser Agents
2025
ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs
2024
ProSec: Fortifying Code LLMs with Proactive Security Alignment
2024
Top co-authors
Guangyu Shen
· 6
Siyuan Cheng
· 6
Xiangyu Zhang
· 6
Guanhong Tao
· 4
Shengwei An
· 4
Shiqing Ma
· 4
Pin-Yu Chen
· 2
Xiangzhe Xu
· 2
Bruno Ribeiro
· 1
Jiacheng Li
· 1
Jinyao Guo
· 1
Lu Yan
· 1
Topics
Adversarial ML
Vulnerability Detection
Privacy
LLM Security
Threat Intelligence
cs.CR
Network Security
Forensics