PPaperPicks

Kai Chen

33 papers at tracked venues · 27 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Guozhu Meng
×8
Ruigang Liang
×7
Yue Zhao
×6
Peizhuo Lv
×5
Hualong Ma
×5
Jiachen Zhou
×4
Shengzhi Zhang
×4
Yi Yang
×4
Shenchen Zhu
×4
Tong Liu
×3
Bolun Zhang
×3
XiaoFeng Wang
×3

Papers

  1. Bleeding Pathways: Vanishing Discriminability in LLM Hidden States Fuels Jailbreak Attacks
    NDSS 2026 ·
    Yingjie Zhang
    ,
    Tong Liu
    ,
    Zhe Zhao
    ,
    Guozhu Meng
    , Kai Chen
  2. A Characterization Study of Bugs in LLM Agent Workflow Orchestration Frameworks
    ASE 2025 ·
    Ziluo Xue
    ,
    Yanjie Zhao
    ,
    Shenao Wang
    , Kai Chen,
    Haoyu Wang
  3. AUTHNET: Neural Network with Integrated Authentication Logic
    ECAI 2025 ·
    Yuling Cai
    ,
    Fan Xiang
    ,
    Guozhu Meng
    ,
    Yinzhi Cao
    , Kai Chen
  4. BinQuery: A Novel Framework for Natural Language-Based Binary Code Retrieval
    ISSTA 2025 ·
    Bolun Zhang
    ,
    Zeyu Gao
    ,
    Hao Wang
    ,
    Yuxin Cui
    ,
    Siliang Qin
    ,
    Chao Zhang
    , Kai Chen,
    Beibei Zhao
  5. CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph
    ICSE 2025 ·
    Hanxiang Xu
    ,
    Wei Ma
    ,
    Ting Zhou
    ,
    Yanjie Zhao
    , Kai Chen,
    Qiang Hu
    ,
    Yang Liu
    ,
    Haoyu Wang
  6. Dormant: Defending against Pose-driven Human Image Animation
    USENIX Security 2025 ·
    Jiachen Zhou
    ,
    Mingsi Wang
    ,
    Tianlin Li
    ,
    Guozhu Meng
    , Kai Chen
  7. EvilHarmony: Stealthy Adversarial Attacks Against Black-Box Speech Recognition Systems
    S&P 2025 ·
    Xuejing Yuan
    ,
    Jiangshan Zhang
    ,
    Feng Guo
    , Kai Chen,
    Xiaofeng Wang
    ,
    Shengzhi Zhang
    ,
    Yuxuan Chen
    ,
    Dun Liu
    ,
    Pan Li
    ,
    Zihao Wang
    ,
    Runnan Zhu
  8. Generating API Parameter Security Rules with LLM for API Misuse Detection
    NDSS 2025 ·
    Jinghua Liu
    ,
    Yi Yang
    , Kai Chen,
    Miaoqian Lin
  9. PrivacyXray: Detecting Privacy Breaches in LLMs through Semantic Consistency and Probability Certainty
    USENIX Security 2025 ·
    Jinwen He
    ,
    Yiyang Lu
    ,
    Zijin Lin
    , Kai Chen,
    Yue Zhao
  10. RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models
    CCS 2025 ·
    Peizhuo Lv
    ,
    Mengjie Sun
    ,
    Hao Wang
    ,
    XiaoFeng Wang
    ,
    Shengzhi Zhang
    ,
    Yuxuan Chen
    , Kai Chen,
    Limin Sun
  11. SCOPE: Expanding Client-Side Post-Processing for Efficient Privacy-Preserving Model Inference
    CCS 2025 ·
    Shenchen Zhu
    , Kai Chen,
    Yue Zhao
    ,
    Cheng'an Wei
  12. Tady: A Neural Disassembler without Structural Constraint Violations
    USENIX Security 2025 ·
    Siliang Qin
    ,
    Fengrui Yang
    ,
    Hao Wang
    ,
    Bolun Zhang
    ,
    Zeyu Gao
    ,
    Chao Zhang
    , Kai Chen
  13. The Midas Touch: Triggering the Capability of LLMs for RM-API Misuse Detection
    NDSS 2025 ·
    Yi Yang
    ,
    Jinghua Liu
    , Kai Chen,
    Miaoqian Lin
  14. TypeForge: Synthesizing and Selecting Best-Fit Composite Data Types for Stripped Binaries
    S&P 2025 ·
    Yanzhong Wang
    ,
    Ruigang Liang
    ,
    Yilin Li
    ,
    Peiwei Hu
    , Kai Chen,
    Bolun Zhang
  15. Uncovering the iceberg from the tip: Generating API Specifications for Bug Detection via Specification Propagation Analysis
    NDSS 2025 ·
    Miaoqian Lin
    , Kai Chen,
    Yi Yang
    ,
    Jinghua Liu
  16. Unlocking Low Frequency Syscalls in Kernel Fuzzing with Dependency-Based RAG
    ISSTA 2025 ·
    Zhiyu Zhang
    ,
    Longxing Li
    ,
    Ruigang Liang
    , Kai Chen
  17. What's Done Is Not What's Claimed: Detecting and Interpreting Inconsistencies in App Behaviors
    NDSS 2025 ·
    Chang Yue
    , Kai Chen,
    Zhixiu Guo
    ,
    Jun Dai
    ,
    Xiaoyan Sun
    ,
    Yi Yang
  18. AE-Morpher: Improve Physical Robustness of Adversarial Objects against LiDAR-based Detectors via Object Reconstruction
    USENIX Security 2024 ·
    Shenchen Zhu
    ,
    Yue Zhao
    , Kai Chen,
    Bo Wang
    ,
    Hualong Ma
    ,
    Cheng'an Wei
  19. Attribution-guided Adversarial Code Prompt Generation for Code Completion Models
    ASE 2024 ·
    Xueyang Li
    ,
    Guozhu Meng
    ,
    Shangqing Liu
    ,
    Lu Xiang
    ,
    Kun Sun
    , Kai Chen,
    Xiapu Luo
    ,
    Yang Liu
  20. DARKFLEECE: Probing the Dark Side of Android Subscription Apps
    USENIX Security 2024 ·
    Chang Yue
    ,
    Chen Zhong
    , Kai Chen,
    Zhiyu Zhang
    ,
    Yeonjoon Lee
  21. DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models
    AAAI 2024 ·
    Jiachen Zhou
    ,
    Peizhuo Lv
    ,
    Yibing Lan
    ,
    Guozhu Meng
    , Kai Chen,
    Hualong Ma
  22. DeGPT: Optimizing Decompiler Output with LLM
    NDSS 2024 ·
    Peiwei Hu
    ,
    Ruigang Liang
    , Kai Chen
  23. Demystifying RCE Vulnerabilities in LLM-Integrated Apps
    CCS 2024 ·
    Tong Liu
    ,
    Zizhuang Deng
    ,
    Guozhu Meng
    ,
    Yuekang Li
    , Kai Chen
  24. Evaluating the Effectiveness of Decompilers
    ISSTA 2024 ·
    Ying Cao
    ,
    Runze Zhang
    ,
    Ruigang Liang
    , Kai Chen
  25. I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors
    CCS 2024 ·
    Zijin Lin
    ,
    Yue Zhao
    , Kai Chen,
    Jinwen He
  26. KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs
    RAID 2024 ·
    Hualong Ma
    ,
    Peizhuo Lv
    , Kai Chen,
    Jiachen Zhou
  27. LLM Factoscope: Uncovering LLMs' Factual Discernment through Measuring Inner States
    ACL 2024 ·
    Jinwen He
    ,
    Yujia Gong
    ,
    Zijin Lin
    ,
    Cheng'an Wei
    ,
    Yue Zhao
    , Kai Chen
  28. MEA-Defender: A Robust Watermark against Model Extraction Attack
    S&P 2024 ·
    Peizhuo Lv
    ,
    Hualong Ma
    , Kai Chen,
    Jiachen Zhou
    ,
    Shengzhi Zhang
    ,
    Ruigang Liang
    ,
    Shenchen Zhu
    ,
    Pan Li
    ,
    Yingjun Zhang
  29. Making Them Ask and Answer: Jailbreaking Large Language Models in Few Queries via Disguise and Reconstruction
    USENIX Security 2024 ·
    Tong Liu
    ,
    Yingjie Zhang
    ,
    Zhe Zhao
    ,
    Yinpeng Dong
    ,
    Guozhu Meng
    , Kai Chen
  30. Optimizing Decompiler Output by Eliminating Redundant Data Flow in Self-Recursive Inlining
    ICSME 2024 ·
    Runze Zhang
    ,
    Ying Cao
    ,
    Ruigang Liang
    ,
    Peiwei Hu
    , Kai Chen
  31. Racing on the Negative Force: Efficient Vulnerability Root-Cause Analysis through Reinforcement Learning on Counterexamples
    USENIX Security 2024 ·
    Dandan Xu
    ,
    Di Tang
    ,
    Yi Chen
    ,
    XiaoFeng Wang
    , Kai Chen,
    Haixu Tang
    ,
    Longxing Li
  32. SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning
    NDSS 2024 ·
    Peizhuo Lv
    ,
    Pan Li
    ,
    Shenchen Zhu
    ,
    Shengzhi Zhang
    , Kai Chen,
    Ruigang Liang
    ,
    Chang Yue
    ,
    Fan Xiang
    ,
    Yuling Cai
    ,
    Hualong Ma
    ,
    Yingjun Zhang
    ,
    Guozhu Meng
  33. UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation
    AAAI 2024 ·
    Yue Zhao
    ,
    Congyi Li
    , Kai Chen