| 2025 | ACL | ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models. | Xiaofan Bai, Pingyi Hu, Xiaojing Ma, Linchen Yu, Dongmei Zhang, Qi Zhang, Bin Benjamin Zhu |
| 2025 | CVPR | SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models. | Xiaofan Bai, Shixin Li, Xiaojing Ma, Bin Benjamin Zhu, Dongmei Zhang, Linchen Yu |
| 2025 | CVPR | Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training. | Shixin Li, Chaoxiang He, Xiaojing Ma, Bin Benjamin Zhu, Shuo Wang, Hongsheng Hu, Dongmei Zhang, Linchen Yu |
| 2025 | EMNLP | RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models. | Pingyi Hu, Xiaofan Bai, Xiaojing Ma, Chaoxiang He, Dongmei Zhang, Bin Benjamin Zhu |
| 2025 | SENSYS | CaphandAuth: Robust and Anti-spoofing Hand Authentication via COTS Capacitive Touchscreens. | Xiaojing Zhu, Man Zhou, Xiaoxiao Qiao, Zijian Ling, Qin Liu, Houzhen Wang, Xiaojing Ma, Zhengxiong Li |
| 2024 | ICML | Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models. | Xiaofan Bai, Chaoxiang He, Xiaojing Ma, Bin Benjamin Zhu, Hai Jin |
| 2024 | NDSS | DorPatch: Distributed and Occlusion-Robust Adversarial Patch to Evade Certifiable Defenses. | Chaoxiang He, Xiaojing Ma, Bin B. Zhu, Yimiao Zeng, Hanqing Hu, Xiaofan Bai, Hai Jin, Dongmei Zhang |
| 2024 | NDSS | PrintListener: Uncovering the Vulnerability of Fingerprint Authentication via the Finger Friction Sound. | Man Zhou, Shuao Su, Qian Wang, Qi Li, Yuting Zhou, Xiaojing Ma, Zhengxiong Li |
| 2023 | NDSS | Focusing on Pinocchio's Nose: A Gradients Scrutinizer to Thwart Split-Learning Hijacking Attacks Using Intrinsic Attributes. | Jiayun Fu, Xiaojing Ma, Bin B. Zhu, Pingyi Hu, Ruixin Zhao, Yaru Jia, Peng Xu, Hai Jin, Dongmei Zhang |
| 2021 | CCS | Feature-Indistinguishable Attack to Circumvent Trapdoor-Enabled Defense. | Chaoxiang He, Bin Benjamin Zhu, Xiaojing Ma, Hai Jin, Shengshan Hu |
| 2019 | GPC | AutoCVSS: An Approach for Automatic Assessment of Vulnerability Severity Based on Attack Process. | Deqing Zou, Ju Yang, Zhen Li, Hai Jin, Xiaojing Ma |
| 2019 | ICASSP | Decoding Homomorphically Encrypted Flac Audio without Decryption. | Yuanyuan Tang, Bin Zhu, Xiaojing Ma, P. Takis Mathiopoulos, Xia Xie, Hong Huang |
| 2019 | NPC | High Performance DDoS Attack Detection System Based on Distribution Statistics. | Xia Xie, Jinpeng Li, Xiaoyang Hu, Hai Jin, Hanhua Chen, Xiaojing Ma, Hong Huang |
| 2018 | ICIP | Privacy-Preserving Cloud-Based Video Surveillance with Adjustable Granularity of Privacy Protection. | Xiaojing Ma, Huan Peng, Hai Jin, Bin Zhu |
| 2018 | INFOCOM | Efficient privacy-preserving motion detection for HEVC compressed video in cloud video surveillance. | Xiaojing Ma, Bin Zhu, Tao Zhang, Sixing Cao, Hai Jin, Deqing Zou |