| 2026 | AAAI | Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering. | Haonan An, Guang Hua, Hangcheng Cao, Zhengru Fang, Guowen Xu, Susanto Rahardja, Yuguang Fang |
| 2026 | AAAI | MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces. | Xinyuan Qian, Haoyong Wang, Hangcheng Cao, Shuai Yuan, Senkang Hu, Qingchuan Zhao, Hongwei Li, Guowen Xu |
| 2026 | AAAI | MPMA: Preference Manipulation Attack Against Model Context Protocol. | Zihan Wang, Rui Zhang, Yu Liu, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Hongwei Li, Guowen Xu |
| 2026 | AAAI | ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models. | Zihan Wang, Rui Zhang, Hongwei Li, Wenshu Fan, Wenbo Jiang, Qingchuan Zhao, Guowen Xu |
| 2026 | ACL | The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training. | Rui Zhang, Hongwei Li, Yun Shen, Xinyue Shen, Wenbo Jiang, Guowen Xu, Yang Liu, Michael Backes, Yang Zhang |
| 2025 | AAAI | CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception. | Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong |
| 2025 | AAAI | Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning. | Yang Wei, Jingyu Tan, Guowen Xu, Zhuoran Ma, Zhuo Ma, Bin Xiao |
| 2025 | ACSAC | Belt and Braces! Fight against Key Compromising in Single Sign-On Systems. | Yuan Zhang, Yali Wang, Guowen Xu, Yaqing Song, Hongwei Li |
| 2025 | AsiaCCS | Can Small-scale Evaluation Reflect Real Ability? A Performance Study of Emerging Biometric Authentication. | Hangcheng Cao, Guowen Xu, Wenbin Huang, Hongwei Li |
| 2025 | CVPR | Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal. | Haonan An, Guang Hua, Zhengru Fang, Guowen Xu, Susanto Rahardja, Yuguang Fang |
| 2025 | ICML | Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition. | Shuai Yuan, Hongwei Li, Rui Zhang, Hangcheng Cao, Wenbo Jiang, Tao Ni, Wenshu Fan, Qingchuan Zhao, Guowen Xu |
| 2025 | ICML | The Ripple Effect: On Unforeseen Complications of Backdoor Attacks. | Rui Zhang, Yun Shen, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Yuan Zhang, Guowen Xu, Yang Zhang |
| 2025 | ICPADS | CtrlMark: Controllable Watermarking for ControlNet Against Downstream Fine-Tuning. | Chi Liu, Rui Zhang, Wenbo Jiang, Hongwei Li, Guowen Xu |
| 2025 | IJCNN | A Hidden Backdoor Attack via Formal Text Style Transfer in Language Models. | Zihan Wang, Hongwei Li, Wenbo Jiang, Rui Zhang, Jiaming He, Hanxiao Chen, Guowen Xu |
| 2024 | CCS | TokenScout: Early Detection of Ethereum Scam Tokens via Temporal Graph Learning. | Cong Wu, Jing Chen, Ziming Zhao, Kun He, Guowen Xu, Yueming Wu, Haijun Wang, Hongwei Li, Yang Liu, Yang Xiang |
| 2024 | DSN | Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels. | Xiaoxuan Lou, Kangjie Chen, Guowen Xu, Han Qiu, Shangwei Guo, Tianwei Zhang |
| 2024 | GLOBECOM | Adaptive Communications in Collaborative Perception with Domain Alignment for Autonomous Driving. | Senkang Hu, Zhengru Fang, Haonan An, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang |
| 2024 | ICDCS | SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. | Xinyuan Qian, Hongwei Li, Haoyong Wang, Guowen Xu, Shengmin Xu, Ju Ren |
| 2024 | INFOCOM | Privacy-Preserving Data Evaluation via Functional Encryption, Revisited. | Xinyuan Qian, Hongwei Li, Guowen Xu, Haoyong Wang, Tianwei Zhang, Xianhao Chen, Yuguang Fang |
| 2024 | ICRA | SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism. | Yuang Zhang, Haonan An, Zhengru Fang, Guowen Xu, Yuan Zhou, Xianhao Chen, Yuguang Fang |
| 2024 | SP | Backdooring Multimodal Learning. | Xingshuo Han, Yutong Wu, Qingjie Zhang, Yuan Zhou, Yuan Xu, Han Qiu, Guowen Xu, Tianwei Zhang |
| 2023 | CVPR | Color Backdoor: A Robust Poisoning Attack in Color Space. | Wenbo Jiang, Hongwei Li, Guowen Xu, Tianwei Zhang |
| 2023 | ICLR | Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. | Kangjie Chen, Xiaoxuan Lou, Guowen Xu, Jiwei Li, Tianwei Zhang |
| 2023 | ICLR | Extracting Robust Models with Uncertain Examples. | Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang |
| 2023 | ICML | GuardHFL: Privacy Guardian for Heterogeneous Federated Learning. | Hanxiao Chen, Meng Hao, Hongwei Li, Kangjie Chen, Guowen Xu, Tianwei Zhang, Xilin Zhang |
| 2023 | INFOCOM | Fast Generation-Based Gradient Leakage Attacks against Highly Compressed Gradients. | Dongyun Xue, Haomiao Yang, Mengyu Ge, Jingwei Li, Guowen Xu, Hongwei Li |
| 2022 | CCS | On the (In)Security of Secure ROS2. | Gelei Deng, Guowen Xu, Yuan Zhou, Tianwei Zhang, Yang Liu |
| 2022 | ECCV | Improving Adversarial Robustness of 3D Point Cloud Classification Models. | Guanlin Li, Guowen Xu, Han Qiu, Ruan He, Jiwei Li, Tianwei Zhang |
| 2021 | ACSAC | Efficient, Private and Robust Federated Learning. | Meng Hao, Hongwei Li, Guowen Xu, Hanxiao Chen, Tianwei Zhang |
| 2021 | ESORICS | Revocable Policy-Based Chameleon Hash. | Shengmin Xu, Jianting Ning, Jinhua Ma, Guowen Xu, Jiaming Yuan, Robert H. Deng |
| 2021 | INFOCOM | Efficient and Verifiable Proof of Replication with Fast Fault Localization. | Haoran Yuan, Xiaofeng Chen, Guowen Xu, Jianting Ning, Joseph K. Liu, Robert H. Deng |
| 2021 | ISPEC | Enhanced Mixup Training: a Defense Method Against Membership Inference Attack. | Zongqi Chen, Hongwei Li, Meng Hao, Guowen Xu |
| 2020 | ACSAC | Secure and Verifiable Inference in Deep Neural Networks. | Guowen Xu, Hongwei Li, Hao Ren, Jianfei Sun, Shengmin Xu, Jianting Ning, Haomiao Yang, Kan Yang, Robert H. Deng |
| 2020 | CCS | Catch You If You Deceive Me: Verifiable and Privacy-Aware Truth Discovery in Crowdsensing Systems. | Guowen Xu, Hongwei Li, Shengmin Xu, Hao Ren, Yinghui Zhang, Jianfei Sun, Robert H. Deng |
| 2020 | GLOBECOM | A Practical Black-Box Attack Against Autonomous Speech Recognition Model. | Wenshu Fan, Hongwei Li, Wenbo Jiang, Guowen Xu, Rongxing Lu |
| 2020 | ICPADS | A Deep Learning Framework Supporting Model Ownership Protection and Traitor Tracing. | Guowen Xu, Hongwei Li, Yuan Zhang, Xiaodong Lin, Robert H. Deng, Xuemin Shen |
| 2019 | GLOBECOM | Multi-Keyword Search Guaranteeing Forward and Backward Privacy over Large-Scale Cloud Data. | Li Gong, Hongwei Li, Guowen Xu, Xizhao Luo, Mi Wen |
| 2019 | GLOBECOM | EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning. | Yiran Li, Hongwei Li, Guowen Xu, Sen Liu, Rongxing Lu |
| 2018 | CCS | Practical and Privacy-Aware Truth Discovery in Mobile Crowd Sensing Systems. | Guowen Xu, Hongwei Li, Rongxing Lu |
| 2018 | GLOBECOM | A Privacy-Preserving Thin-Client Scheme in Blockchain-Based PKI. | Wenbo Jiang, Hongwei Li, Guowen Xu, Mi Wen, Guishan Dong, Xiaodong Lin |
| 2018 | INFOCOM | Towards practical personalized recommendation with multi-level differential privacy controls. | Guowen Xu, Hongwei Li, Wenlei Wang, Yue Chen, Haomiao Yang, Yanzhi Ren |
| 2016 | GLOBECOM | Towards Efficient Privacy-Preserving Truth Discovery in Crowd Sensing Systems. | Guowen Xu, Hongwei Li, Dongxiao Liu, Hao Ren, Yuanshun Dai, Xiaohui Liang |