Peizhuo Lv - RankMe

30 papers A* 8A 3Misc 1Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Making Theft Useless: Adulteration-Based Protection of Proprietary Knowledge Graphs in GraphRAG Systems. CoRR Weijie Wang, Peizhuo Lv, Yan Wang, Rujie Dai, Guokun Xu, Qiujian Lv, Hangcheng Liu, Weiqing Huang, Wei Dong, Jiaheng Zhang
2026	J	`jnl`	What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else? CoRR Boyang Ma, Hechuan Guo, Peizhuo Lv, Minghui Xu, Xuelong Dai, Yechao Zhang, Yijun Yang, Yue Zhang
2025	Misc	`conf`	A Model Stealing Attack Against Multi-Exit Networks. ICASSP Pan Li, Peizhuo Lv, Kai Chen, Shengzhi Zhang, Yuling Cai, Fan Xiang
2025	J	`jnl`	An Automated Attack Investigation Approach Leveraging Threat-Knowledge-Augmented Large Language Models. CoRR Rujie Dai, Peizhuo Lv, Yujiang Gui, Qiujian Lv, Yuanyuan Qiao, Yan Wang, Degang Sun, Weiqing Huang, Yingjiu Li, Xiaofeng Wang
2025	—	`conf`	An Efficient White-box LLM Watermarking for IP Protection on Online Market Platforms. KDD (2) Shuguang Yuan, Xingyu Su, Peizhuo Lv, Weiji Xue, Jing Yu, Xiaojie Zhu, Chi Chen
2025	A*	`conf`	Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution. ACM Multimedia Zhicheng Zhang, Peizhuo Lv, Mengke Wan, Jiang Fang, Diandian Guo, Yezeng Chen, Yinlong Liu, Wei Ma, Jiyan Sun, Liru Geng
2025	J	`jnl`	Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution. CoRR Zhicheng Zhang, Peizhuo Lv, Mengke Wan, Jiang Fang, Diandian Guo, Yezeng Chen, Yinlong Liu, Wei Ma, Jiyan Sun, Liru Geng
2025	J	`jnl`	LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs. CoRR Peizhuo Lv, Yiran Xiahou, Congyi Li, Mengjie Sun, Shengzhi Zhang, Kai Chen, Yingjun Zhang
2025	A*	`conf`	RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models. CCS Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun
2025	J	`jnl`	RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models. CoRR Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun
2025	A*	`conf`	RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater. AAAI Yu Peng, Lijie Zhang, Peizhuo Lv, Kai Chen
2025	J	`jnl`	Token Buncher: Shielding LLMs from Harmful Reinforcement Learning Fine-Tuning. CoRR Weitao Feng, Lixu Wang, Tianyi Wei, Jie Zhang, Chongyang Gao, Sinong Zhan, Peizhuo Lv, Wei Dong
2024	A*	`conf`	DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. AAAI Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
2024	A	`conf`	KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs. RAID Hualong Ma, Peizhuo Lv, Kai Chen, Jiachen Zhou
2024	A*	`conf`	MEA-Defender: A Robust Watermark against Model Extraction Attack. SP Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang
2024	J	`jnl`	MEA-Defender: A Robust Watermark against Model Extraction Attack. CoRR Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang
2024	J	`jnl`	PersonaMark: Personalized LLM watermarking for model protection and user attribution. CoRR Yuehan Zhang, Peizhuo Lv, Yinpeng Liu, Yongqiang Ma, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu
2024	A*	`conf`	SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning. NDSS Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng
2023	A*	`conf`	A Data-free Backdoor Injection Approach in Neural Networks. USENIX Security Symposium Peizhuo Lv, Chang Yue, Ruigang Liang, Yunfei Yang, Shengzhi Zhang, Hualong Ma, Kai Chen
2023	J	`jnl`	A Robustness-Assured White-Box Watermark in Neural Networks. IEEE Trans. Dependable Secur. Comput. Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Hualong Ma, Yue Zhao, Yingjiu Li
2023	A*	`conf`	Aliasing Backdoor Attacks on Pre-trained Models. USENIX Security Symposium Cheng'an Wei, Yeonjoon Lee, Kai Chen, Guozhu Meng, Peizhuo Lv
2023	A	`conf`	DBIA: Data-Free Backdoor Attack Against Transformer Networks. ICME Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang
2023	J	`jnl`	DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. CoRR Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
2023	A	`conf`	Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain. ECAI Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen
2023	J	`jnl`	Model Stealing Attack against Multi-Exit Networks. CoRR Pan Li, Peizhuo Lv, Kai Chen, Yuling Cai, Fan Xiang, Shengzhi Zhang
2022	J	`jnl`	A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information. CoRR Pan Li, Peizhuo Lv, Shenchen Zhu, Ruigang Liang, Kai Chen
2022	J	`jnl`	Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain. CoRR Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen
2022	J	`jnl`	SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning. CoRR Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng
2021	J	`jnl`	DBIA: Data-free Backdoor Injection Attack against Transformer Networks. CoRR Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang
2021	J	`jnl`	HufuNet: Embedding the Left Piece as Watermark and Keeping the Right Piece for Ownership Verification in Deep Neural Networks. CoRR Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Yue Zhao, Yingjiu Li