PPaperPicks

Wenyuan Xu

30 papers at tracked venues · 29 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Xiaoyu Ji
×19
Chen Yan
×12
Xinfeng Li
×8
Yanjiao Chen
×7
Yushi Cheng
×7
Jiangyi Deng
×6
Xuancun Lu
×4
Yijie Bai
×4
Qinhong Jiang
×4
Shilin Xiao
×3
Zizhi Jin
×3
Yanze Ren
×3

Papers

  1. Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs
    NDSS 2026 ·
    Yinan Zhong
    ,
    Qianhao Miao
    ,
    Yanjiao Chen
    ,
    Jiangyi Deng
    ,
    Yushi Cheng
    , Wenyuan Xu
  2. Phantom Menace: Exploring and Enhancing the Robustness of VLA Models Against Physical Sensor Attacks
    AAAI 2026 ·
    Xuancun Lu
    ,
    Jiaxiang Chen
    ,
    Shilin Xiao
    ,
    Zizhi Jin
    ,
    Zhangrui Chen
    ,
    Hanwen Yu
    ,
    Bohan Qian
    ,
    Ruochen Zhou
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  3. PhyFuzz: Detecting Sensor Vulnerabilities with Physical Signal Fuzzing
    NDSS 2026 ·
    Zhicong Zheng
    ,
    Jinghui Wu
    ,
    Shilin Xiao
    ,
    Yanze Ren
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  4. SoK: Understanding the Fundamentals and Implications of Sensor Out-of-band Vulnerabilities
    NDSS 2026 ·
    Shilin Xiao
    ,
    Wenjun Zhu
    ,
    Yan Jiang
    ,
    Kai Wang
    ,
    Peiwang Wang
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  5. AdvPainting: Clean-text Jailbreaking Against Inpainting Models
    ACM MM 2025 ·
    Bingqian Zhou
    ,
    Zhihao Wu
    ,
    Yushi Cheng
    , Wenyuan Xu
  6. BARBIE: Robust Backdoor Detection Based on Latent Separability
    NDSS 2025 ·
    Hanlei Zhang
    ,
    Yijie Bai
    ,
    Yanjiao Chen
    ,
    Zhongming Ma
    , Wenyuan Xu
  7. GhostShot: Manipulating the Image of CCD Cameras with Electromagnetic Interference
    NDSS 2025 ·
    Yanze Ren
    ,
    Qinhong Jiang
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  8. LAMPS '25: ACM CCS Workshop on Large AI Systems and Models with Privacy and Security Analysis
    CCS 2025 ·
    Kwok-Yan Lam
    ,
    Xiaoning Liu
    ,
    Derui Wang
    ,
    Bo Li
    , Wenyuan Xu,
    Jieshan Chen
    ,
    Minhui Xue
    ,
    Xingliang Yuan
    ,
    Guangdong Bai
    ,
    Shuo Wang
  9. LightAntenna: Characterizing the Limits of Fluorescent Lamp-Induced Electromagnetic Interference
    NDSS 2025 ·
    Fengchen Yang
    ,
    Wenze Cui
    ,
    Xinfeng Li
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  10. MYOPIA: Protecting Face Privacy from Malicious Personalized Text-to-Image Synthesis via Unlearnable Examples
    AAAI 2025 ·
    Zhihao Wu
    ,
    Yushi Cheng
    ,
    Tianyang Sun
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  11. Neural Invisibility Cloak: Concealing Adversary in Images via Compromised AI-driven Image Signal Processing
    USENIX Security 2025 ·
    Wenjun Zhu
    ,
    Xiaoyu Ji
    ,
    Xinfeng Li
    ,
    Qihang Chen
    ,
    Kun Wang
    ,
    Xinyu Li
    ,
    Ruoyan Xu
    , Wenyuan Xu
  12. PhantomLiDAR: Cross-modality Signal Injection Attacks against LiDAR
    NDSS 2025 ·
    Zizhi Jin
    ,
    Qinhong Jiang
    ,
    Xuancun Lu
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  13. PowerRadio: Manipulate Sensor Measurement via Power GND Radiation
    NDSS 2025 ·
    Yan Jiang
    ,
    Xiaoyu Ji
    ,
    Yancheng Jiang
    ,
    Kai Wang
    ,
    Chenren Xu
    , Wenyuan Xu
  14. RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer
    NDSS 2025 ·
    Jiangyi Deng
    ,
    Xinfeng Li
    ,
    Yanjiao Chen
    ,
    Yijie Bai
    ,
    Haiqin Weng
    ,
    Yan Liu
    ,
    Tao Wei
    , Wenyuan Xu
  15. ReThink: Reveal the Threat of Electromagnetic Interference on Power Inverters
    NDSS 2025 ·
    Fengchen Yang
    ,
    Zihao Dan
    ,
    Kaikai Pan
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  16. 33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024
    USENIX Security 2024 ·
    Davide Balzarotti
    , Wenyuan Xu
  17. Alchemy: Data-Free Adversarial Training
    CCS 2024 ·
    Yijie Bai
    ,
    Zhongming Ma
    ,
    Yanjiao Chen
    ,
    Jiangyi Deng
    ,
    Shengyuan Pang
    ,
    Yan Liu
    , Wenyuan Xu
  18. CamPro: Camera-based Anti-Facial Recognition
    NDSS 2024 ·
    Wenjun Zhu
    ,
    Yuan Sun
    ,
    Jiani Liu
    ,
    Yushi Cheng
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  19. EM Eye: Characterizing Electromagnetic Side-channel Eavesdropping on Embedded Cameras
    NDSS 2024 ·
    Yan Long
    ,
    Qinhong Jiang
    ,
    Chen Yan
    ,
    Tobias Alam
    ,
    Xiaoyu Ji
    , Wenyuan Xu,
    Kevin Fu
  20. GhostType: The Limits of Using Contactless Electromagnetic Interference to Inject Phantom Keys into Analog Circuits of Keyboards
    NDSS 2024 ·
    Qinhong Jiang
    ,
    Yanze Ren
    ,
    Yan Long
    ,
    Chen Yan
    ,
    Yumai Sun
    ,
    Xiaoyu Ji
    ,
    Kevin Fu
    , Wenyuan Xu
  21. Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time
    NDSS 2024 ·
    Xinfeng Li
    ,
    Chen Yan
    ,
    Xuancun Lu
    ,
    Zihan Zeng
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  22. LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis
    CCS 2024 ·
    Bo Li
    , Wenyuan Xu,
    Jieshan Chen
    ,
    Yang Zhang
    ,
    Minhui Xue
    ,
    Shuo Wang
    ,
    Guangdong Bai
    ,
    Xingliang Yuan
  23. Legilimens: Practical and Unified Content Moderation for Large Language Model Services
    CCS 2024 ·
    Jialin Wu
    ,
    Jiangyi Deng
    ,
    Shengyuan Pang
    ,
    Yanjiao Chen
    ,
    Jiayang Xu
    ,
    Xinfeng Li
    , Wenyuan Xu
  24. RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xuanwang Zhang
    ,
    Yunze Song
    ,
    Yidong Wang
    ,
    Shuyun Tang
    ,
    Xinfeng Li
    ,
    Zhengran Zeng
    ,
    Zhen Wu
    ,
    Wei Ye
    , Wenyuan Xu,
    Yue Zhang
    ,
    Xinyu Dai
    ,
    Shikun Zhang
    ,
    Qingsong Wen
  25. SafeEar: Content Privacy-Preserving Audio Deepfake Detection
    CCS 2024 ·
    Xinfeng Li
    ,
    Kai Li
    ,
    Yifan Zheng
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  26. SafeGen: Mitigating Sexually Explicit Content Generation in Text-to-Image Models
    CCS 2024 ·
    Xinfeng Li
    ,
    Yuchen Yang
    ,
    Jiangyi Deng
    ,
    Chen Yan
    ,
    Yanjiao Chen
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  27. Sophon: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models
    S&P 2024 ·
    Jiangyi Deng
    ,
    Shengyuan Pang
    ,
    Yanjiao Chen
    ,
    Liangming Xia
    ,
    Yijie Bai
    ,
    Haiqin Weng
    , Wenyuan Xu
  28. Understanding and Benchmarking the Commonality of Adversarial Examples
    S&P 2024 ·
    Ruiwen He
    ,
    Yushi Cheng
    ,
    Junning Ze
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  29. UniID: Spoofing Face Authentication System by Universal Identity
    NDSS 2024 ·
    Zhihao Wu
    ,
    Yushi Cheng
    ,
    Shibo Zhang
    ,
    Xiaoyu Ji
    , Wenyuan Xu
  30. Unity is Strength? Benchmarking the Robustness of Fusion-based 3D Object Detection against Physical Sensor Attack
    WWW 2024 ·
    Zizhi Jin
    ,
    Xuancun Lu
    ,
    Bo Yang
    ,
    Yushi Cheng
    ,
    Chen Yan
    ,
    Xiaoyu Ji
    , Wenyuan Xu