Peizhuo Lv

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Diffusion Model

Robust Image Watermarking

Copyright Protection

Top Venues

USENIX Security Symposium

IEEE Trans. Dependable Secur. Comput.

Publications

Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang
MEA-Defender: A Robust Watermark against Model Extraction Attack. CoRR (2024)
Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. AAAI (2024)
Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang
DBIA: Data-Free Backdoor Attack Against Transformer Networks. ICME (2023)
Peizhuo Lv, Chang Yue, Ruigang Liang, Yunfei Yang, Shengzhi Zhang, Hualong Ma, Kai Chen
A Data-free Backdoor Injection Approach in Neural Networks. USENIX Security Symposium (2023)
Cheng'an Wei, Yeonjoon Lee, Kai Chen, Guozhu Meng, Peizhuo Lv
Aliasing Backdoor Attacks on Pre-trained Models. USENIX Security Symposium (2023)
Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. CoRR (2023)
Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen
Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain. ECAI (2023)
Pan Li, Peizhuo Lv, Kai Chen, Yuling Cai, Fan Xiang, Shengzhi Zhang
Model Stealing Attack against Multi-Exit Networks. CoRR (2023)
Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Hualong Ma, Yue Zhao, Yingjiu Li
A Robustness-Assured White-Box Watermark in Neural Networks. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning. CoRR (2022)
Pan Li, Peizhuo Lv, Shenchen Zhu, Ruigang Liang, Kai Chen
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information. CoRR (2022)
Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen
Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain. CoRR (2022)
Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Yue Zhao, Yingjiu Li
HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks. CoRR (2021)
Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang
DBIA: Data-free Backdoor Injection Attack against Transformer Networks. CoRR (2021)