| 2026 | NDSS | Attention is All You Need to Defend Against Indirect Prompt Injection Attacks in LLMs. | Yinan Zhong, Qianhao Miao, Yanjiao Chen, Jiangyi Deng, Yushi Cheng, Wenyuan Xu |
| 2025 | NDSS | RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer. | Jiangyi Deng, Xinfeng Li, Yanjiao Chen, Yijie Bai, Haiqin Weng, Yan Liu, Tao Wei, Wenyuan Xu |
| 2024 | CCS | Alchemy: Data-Free Adversarial Training. | Yijie Bai, Zhongming Ma, Yanjiao Chen, Jiangyi Deng, Shengyuan Pang, Yan Liu, Wenyuan Xu |
| 2024 | CCS | SafeGen: Mitigating Sexually Explicit Content Generation in Text-to-Image Models. | Xinfeng Li, Yuchen Yang, Jiangyi Deng, Chen Yan, Yanjiao Chen, Xiaoyu Ji, Wenyuan Xu |
| 2024 | CCS | Legilimens: Practical and Unified Content Moderation for Large Language Model Services. | Jialin Wu, Jiangyi Deng, Shengyuan Pang, Yanjiao Chen, Jiayang Xu, Xinfeng Li, Wenyuan Xu |
| 2024 | SP | Sophon: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models. | Jiangyi Deng, Shengyuan Pang, Yanjiao Chen, Liangming Xia, Yijie Bai, Haiqin Weng, Wenyuan Xu |
| 2022 | CCS | FenceSitter: Black-box, Content-Agnostic, and Synchronization-Free Enrollment-Phase Attacks on Speaker Recognition Systems. | Jiangyi Deng, Yanjiao Chen, Wenyuan Xu |
| 2019 | INFOCOM | NAuth: Secure Face-to-Face Device Authentication via Nonlinearity. | Xinyan Zhou, Xiaoyu Ji, Chen Yan, Jiangyi Deng, Wenyuan Xu |