PPaperPicks

Guanhong Tao

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

DBLP profile ↗ORCID search ↗

Venues

S&P ×6NeurIPS ×2AAAI ×1ACSAC ×1CVPR ×1ECCV ×1EMNLP ×1FSE ×1ICLR ×1NDSS ×1USENIX Security ×1WACV ×1

Frequent coauthors

Xiangyu Zhang
×16
Guangyu Shen
×14
Siyuan Cheng
×13
Shengwei An
×11
Kaiyuan Zhang
×9
Shiqing Ma
×9
Zhuo Zhang
×8
Hanxi Guo
×5
Shiwei Feng
×4
Yingqi Liu
×3
Zhenting Wang
×3
Lu Yan
×3

Papers

  1. Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening
    WACV 2026 · Guanhong Tao,
    Siyuan Cheng
    ,
    Guangyu Shen
    ,
    Yingqi Liu
    ,
    Shengwei An
    ,
    Zhuo Zhang
    ,
    Zhenting Wang
    ,
    Hanxi Guo
    ,
    Xiangyu Zhang
  2. A Systematic Threat Modeling of LLM Applications
    FSE 2025 · Guanhong Tao,
    Siyuan Cheng
    ,
    Zhuo Zhang
    ,
    Junmin Zhu
    ,
    Guangyu Shen
    ,
    Wanjing Han
    ,
    Mu Zhang
    ,
    Xiangyu Zhang
  3. Alleviating the Fear of Losing Alignment in LLM Fine-tuning
    S&P 2025 ·
    Kang Yang
    , Guanhong Tao,
    Xun Chen
    ,
    Jun Xu
  4. 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
  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. Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
    NeurIPS 2025 ·
    Xuan Chen
    ,
    Shiwei Feng
    ,
    Zikang Xiong
    ,
    Shengwei An
    ,
    Yunshu Mao
    ,
    Lu Yan
    , Guanhong Tao,
    Wenbo Guo
    ,
    Xiangyu Zhang
  7. 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
  8. Distribution Preserving Backdoor Attack in Self-supervised Learning
    S&P 2024 · Guanhong Tao,
    Zhenting Wang
    ,
    Shiwei Feng
    ,
    Guangyu Shen
    ,
    Shiqing Ma
    ,
    Xiangyu Zhang
  9. 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
  10. Exploring Inherent Backdoors in Deep Learning Models
    ACSAC 2024 · Guanhong Tao,
    Siyuan Cheng
    ,
    Zhenting Wang
    ,
    Shiqing Ma
    ,
    Shengwei An
    ,
    Yingqi Liu
    ,
    Guangyu Shen
    ,
    Zhuo Zhang
    ,
    Yunshu Mao
    ,
    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. Fusion Is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection
    ICLR 2024 ·
    Zhiyuan Cheng
    ,
    Hongjun Choi
    ,
    Shiwei Feng
    ,
    James Chenhao Liang
    , Guanhong Tao,
    Dongfang Liu
    ,
    Michael Zuzak
    ,
    Xiangyu Zhang
  13. Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering
    NDSS 2024 ·
    Rui Zhu
    ,
    Di Tang
    ,
    Siyuan Tang
    ,
    Zihao Wang
    , Guanhong Tao,
    Shiqing Ma
    ,
    XiaoFeng Wang
    ,
    Haixu Tang
  14. 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
  15. 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
  16. On Large Language Models' Resilience to Coercive Interrogation
    S&P 2024 ·
    Zhuo Zhang
    ,
    Guangyu Shen
    , Guanhong Tao,
    Siyuan Cheng
    ,
    Xiangyu Zhang
  17. 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
  18. 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