DBIA: Data-free Backdoor Injection Attack against Transformer Networks. - Peizhuo Lv; Hualong Ma; Jiachen Zhou 001; Ruigang Liang; Kai Chen 012; Shengzhi Zhang; Yunfei Yang 001 (CoRR, 2021)

DBIA: Data-Free Backdoor Attack Against Transformer Networks. - Peizhuo Lv; Hualong Ma; Jiachen Zhou 001; Ruigang Liang; Kai Chen 012; Shengzhi Zhang; Yunfei Yang 001 (ICME, 2023)

A Data-free Backdoor Injection Approach in Neural Networks. - Peizhuo Lv; Chang Yue; Ruigang Liang; Yunfei Yang 001; Shengzhi Zhang; Hualong Ma; Kai Chen 012 (USENIX Security Symposium, 2023)

A Robustness-Assured White-Box Watermark in Neural Networks. - Peizhuo Lv; Pan Li; Shengzhi Zhang; Kai Chen 012; Ruigang Liang; Hualong Ma; Yue Zhao 018; Yingjiu Li (IEEE Trans. Dependable Secur. Comput., 2023)

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. - Jiachen Zhou 001; Peizhuo Lv; Yibing Lan; Guozhu Meng; Kai Chen 012; Hualong Ma (AAAI, 2024)

SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning. - Peizhuo Lv; Pan Li; Shenchen Zhu; Shengzhi Zhang; Kai Chen 012; Ruigang Liang; Chang Yue; Fan Xiang; Yuling Cai; Hualong Ma; Yingjun Zhang; Guozhu Meng (NDSS, 2024)

KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs. - Hualong Ma; Peizhuo Lv; Kai Chen 012; Jiachen Zhou 001 (RAID, 2024)

MEA-Defender: A Robust Watermark against Model Extraction Attack. - Peizhuo Lv; Hualong Ma; Kai Chen 012; Jiachen Zhou 001; Shengzhi Zhang; Ruigang Liang; Shenchen Zhu; Pan Li; Yingjun Zhang (SP, 2024)

AE-Morpher: Improve Physical Robustness of Adversarial Objects against LiDAR-based Detectors via Object Reconstruction. - Shenchen Zhu; Yue Zhao 018; Kai Chen 012; Bo Wang; Hualong Ma; Cheng'an Wei (USENIX Security Symposium, 2024)