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Kaiyuan Zhang

16 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

NeurIPS ×3S&P ×3NDSS ×2USENIX Security ×2AAAI ×1ACL ×1CVPR ×1ECCV ×1EMNLP ×1ICML ×1

Frequent coauthors

Xiangyu Zhang
×15
Siyuan Cheng
×12
Guangyu Shen
×11
Shengwei An
×10
Guanhong Tao
×9
Shiqing Ma
×6
Hanxi Guo
×5
Xiangzhe Xu
×5
Zhuo Zhang
×4
Zian Su
×4
Ninghui Li
×3
Lu Yan
×3

Papers

  1. Cascading and Proxy Membership Inference Attacks
    NDSS 2026 ·
    Yuntao Du
    ,
    Jiacheng Li
    ,
    Yuetian Chen
    , Kaiyuan Zhang,
    Zhizhen Yuan
    ,
    Hanshen Xiao
    ,
    Bruno Ribeiro
    ,
    Ninghui Li
  2. BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target
    S&P 2025 ·
    Guangyu Shen
    ,
    Siyuan Cheng
    ,
    Zhuo Zhang
    ,
    Guanhong Tao
    , Kaiyuan Zhang,
    Hanxi Guo
    ,
    Lu Yan
    ,
    Xiaolong Jin
    ,
    Shengwei An
    ,
    Shiqing Ma
    ,
    Xiangyu Zhang
  3. CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling
    NDSS 2025 · Kaiyuan Zhang,
    Siyuan Cheng
    ,
    Guangyu Shen
    ,
    Bruno Ribeiro
    ,
    Shengwei An
    ,
    Pin-Yu Chen
    ,
    Xiangyu Zhang
    ,
    Ninghui Li
  4. ProSec: Fortifying Code LLMs with Proactive Security Alignment
    ICML 2025 ·
    Xiangzhe Xu
    ,
    Zian Su
    ,
    Jinyao Guo
    , Kaiyuan Zhang,
    Zhenting Wang
    ,
    Xiangyu Zhang
  5. Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis
    EMNLP 2025 ·
    Hanxi Guo
    ,
    Siyuan Cheng
    ,
    Xiaolong Jin
    ,
    Zhuo Zhang
    ,
    Guangyu Shen
    , Kaiyuan Zhang,
    Shengwei An
    ,
    Guanhong Tao
    ,
    Xiangyu Zhang
  6. SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks
    USENIX Security 2025 · Kaiyuan Zhang,
    Siyuan Cheng
    ,
    Hanxi Guo
    ,
    Yuetian Chen
    ,
    Zian Su
    ,
    Shengwei An
    ,
    Yuntao Du
    ,
    Charles Fleming
    ,
    Ashish Kundu
    ,
    Xiangyu Zhang
    ,
    Ninghui Li
  7. System Prompt Hijacking via Permutation Triggers in LLM Supply Chains
    ACL 2025 ·
    Lu Yan
    ,
    Siyuan Cheng
    ,
    Xuan Chen
    , Kaiyuan Zhang,
    Guangyu Shen
    ,
    Xiangyu Zhang
  8. TAI3: Testing Agent Integrity in Interpreting User Intent
    NeurIPS 2025 ·
    Shiwei Feng
    ,
    Xiangzhe Xu
    ,
    Xuan Chen
    , Kaiyuan Zhang,
    Syed Yusuf Ahmed
    ,
    Zian Su
    ,
    Mingwei Zheng
    ,
    Xiangyu Zhang
  9. BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
    NeurIPS 2024 ·
    Hanxi Guo
    ,
    Siyuan Cheng
    ,
    Xiaolong Jin
    ,
    Zhuo Zhang
    , Kaiyuan Zhang,
    Guanhong Tao
    ,
    Guangyu Shen
    ,
    Xiangyu Zhang
  10. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
    AAAI 2024 ·
    Shengwei An
    ,
    Sheng-Yen Chou
    , Kaiyuan Zhang,
    Qiuling Xu
    ,
    Guanhong Tao
    ,
    Guangyu Shen
    ,
    Siyuan Cheng
    ,
    Shiqing Ma
    ,
    Pin-Yu Chen
    ,
    Tsung-Yi Ho
    ,
    Xiangyu Zhang
  11. Exploring the Orthogonality and Linearity of Backdoor Attacks
    S&P 2024 · Kaiyuan Zhang,
    Siyuan Cheng
    ,
    Guangyu Shen
    ,
    Guanhong Tao
    ,
    Shengwei An
    ,
    Anuran Makur
    ,
    Shiqing Ma
    ,
    Xiangyu Zhang
  12. Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
    CVPR 2024 ·
    Siyuan Cheng
    ,
    Guanhong Tao
    ,
    Yingqi Liu
    ,
    Guangyu Shen
    ,
    Shengwei An
    ,
    Shiwei Feng
    ,
    Xiangzhe Xu
    , Kaiyuan Zhang,
    Shiqing Ma
    ,
    Xiangyu Zhang
  13. OdScan: Backdoor Scanning for Object Detection Models
    S&P 2024 ·
    Siyuan Cheng
    ,
    Guangyu Shen
    ,
    Guanhong Tao
    , Kaiyuan Zhang,
    Zhuo Zhang
    ,
    Shengwei An
    ,
    Xiangzhe Xu
    ,
    Yingqi Li
    ,
    Shiqing Ma
    ,
    Xiangyu Zhang
  14. Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion
    USENIX Security 2024 ·
    Shengwei An
    ,
    Lu Yan
    ,
    Siyuan Cheng
    ,
    Guangyu Shen
    , Kaiyuan Zhang,
    Qiuling Xu
    ,
    Guanhong Tao
    ,
    Xiangyu Zhang
  15. Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
    NeurIPS 2024 ·
    Zian Su
    ,
    Xiangzhe Xu
    ,
    Ziyang Huang
    , Kaiyuan Zhang,
    Xiangyu Zhang
  16. UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
    ECCV 2024 ·
    Siyuan Cheng
    ,
    Guangyu Shen
    , Kaiyuan Zhang,
    Guanhong Tao
    ,
    Shengwei An
    ,
    Hanxi Guo
    ,
    Shiqing Ma
    ,
    Xiangyu Zhang