Peizhuo Lv

According to our database, Peizhuo Lv authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PersonaMark: Personalized LLM watermarking for model protection and user attribution.

Yuehan Zhang, Peizhuo Lv, Yinpeng Liu, Yongqiang Ma, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu

CoRR, 2024

MEA-Defender: A Robust Watermark against Model Extraction Attack.

Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang

Proceedings of the IEEE Symposium on Security and Privacy, 2024

KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs.

Hualong Ma, Peizhuo Lv, Kai Chen, Jiachen Zhou

Proceedings of the 27th International Symposium on Research in Attacks, 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, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models.

Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Robustness-Assured White-Box Watermark in Neural Networks.

Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Hualong Ma, Yue Zhao, Yingjiu Li

IEEE Trans. Dependable Secur. Comput., 2023

Model Stealing Attack against Multi-Exit Networks.

Pan Li, Peizhuo Lv, Kai Chen, Yuling Cai, Fan Xiang, Shengzhi Zhang

CoRR, 2023

Aliasing Backdoor Attacks on Pre-trained Models.

Cheng'an Wei, Yeonjoon Lee, Kai Chen, Guozhu Meng, Peizhuo Lv

Proceedings of the 32nd USENIX Security Symposium, 2023

A Data-free Backdoor Injection Approach in Neural Networks.

Peizhuo Lv, Chang Yue, Ruigang Liang, Yunfei Yang, Shengzhi Zhang, Hualong Ma, Kai Chen

Proceedings of the 32nd USENIX Security Symposium, 2023

DBIA: Data-Free Backdoor Attack Against Transformer Networks.

Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain.

Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information.

Pan Li, Peizhuo Lv, Shenchen Zhu, Ruigang Liang, Kai Chen

CoRR, 2022

2021

DBIA: Data-free Backdoor Injection Attack against Transformer Networks.

Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang

CoRR, 2021

HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks.

Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Yue Zhao, Yingjiu Li

CoRR, 2021