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2020 – today
- 2024
[c8]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: 21850-21858- [c7]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. NDSS 2024 - [c6]Hualong Ma
, Peizhuo Lv, Kai Chen, Jiachen Zhou:
KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs. RAID 2024: 480-495 - [c5]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. SP 2024: 2515-2533 - [i9]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 abs/2401.15239 (2024) - [i8]Yuehan Zhang, Peizhuo Lv, Yinpeng Liu, Yongqiang Ma, Wei Lu, Xiaofeng Wang, Xiaozhong Liu, Jiawei Liu:
PersonaMark: Personalized LLM watermarking for model protection and user attribution. CoRR abs/2409.09739 (2024) - 2023
- [j1]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): 5214-5229 (2023) - [c4]Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen:
Invisible Backdoor Attacks Using Data Poisoning in Frequency Domain. ECAI 2023: 2954-2961 - [c3]Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang:
DBIA: Data-Free Backdoor Attack Against Transformer Networks. ICME 2023: 2819-2824 - [c2]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: 2671-2688 - [c1]Cheng'an Wei, Yeonjoon Lee, Kai Chen, Guozhu Meng, Peizhuo Lv:
Aliasing Backdoor Attacks on Pre-trained Models. USENIX Security Symposium 2023: 2707-2724 - [i7]Pan Li, Peizhuo Lv, Kai Chen, Yuling Cai, Fan Xiang, Shengzhi Zhang:
Model Stealing Attack against Multi-Exit Networks. CoRR abs/2305.13584 (2023) - [i6]Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma:
DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. CoRR abs/2312.11057 (2023) - 2022
- [i5]Chang Yue, Peizhuo Lv, Ruigang Liang, Kai Chen:
Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain. CoRR abs/2207.04209 (2022) - [i4]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 abs/2209.03563 (2022) - [i3]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 abs/2210.08956 (2022) - 2021
- [i2]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 abs/2103.13628 (2021) - [i1]Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang:
DBIA: Data-free Backdoor Injection Attack against Transformer Networks. CoRR abs/2111.11870 (2021)
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