Explanation as a Watermark: Towards Harmless and Multi-bit Model
Ownership Verification via Watermarking Feature Attribution

Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution

8 May 2024

Papers citing "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution"

15 / 15 papers shown

Title
Cert-SSB: Toward Certified Sample-Specific Backdoor Defense Ting Qiao Y. Wang Xing Liu Sixing Wu Jianbing Li Yiming Li AAML SILM 64 0 0 30 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Z. Qin Lorenzo Cavallaro ELM 43 1 0 01 Apr 2025
CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking Yiming Li Kaiying Yan Shuo Shao Tongqing Zhai Shu-Tao Xia Z. Qin D. Tao AAML 77 0 0 02 Mar 2025
Towards Label-Only Membership Inference Attack against Pre-trained Large Language Models Yu He Boheng Li L. Liu Zhongjie Ba Wei Dong Yiming Li Z. Qin Kui Ren C. L. P. Chen MIALM 66 0 0 26 Feb 2025
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming Y. Chen Shuo Shao Enhao Huang Yiming Li Pin-Yu Chen Z. Qin Kui Ren AAML 36 3 0 22 Feb 2025
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint Shuo Shao Haozhe Zhu Hongwei Yao Yiming Li Tianwei Zhang Z. Qin Kui Ren 80 0 0 28 Jan 2025
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI Kui Ren Ziqi Yang Li Lu Jian Liu Yiming Li Jie Wan Xiaodi Zhao Xianheng Feng Shuo Shao 96 2 0 18 Nov 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 36 0 0 24 Oct 2024
NSmark: Null Space Based Black-box Watermarking Defense Framework for Language Models Haodong Zhao Jinming Hu Peixuan Li Fangqi Li Jinrui Sha Peixuan Chen Zhuosheng Zhang Gongshen Liu Gongshen Liu AAML 17 0 0 16 Oct 2024
Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks Yu He Boheng Li Yao Wang Mengda Yang Juan Wang Hongxin Hu Xingyu Zhao 27 4 0 31 Aug 2024
How to Trace Latent Generative Model Generated Images without Artificial Watermark? Zhenting Wang Vikash Sehwag Chen Chen Lingjuan Lyu Dimitris N. Metaxas Shiqing Ma WIGM 36 5 0 22 May 2024
PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models Hongwei Yao Jian Lou Zhan Qin SILM AAML 49 30 0 19 Oct 2023
MOVE: Effective and Harmless Ownership Verification via Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yang Bai Yong Jiang Shutao Xia Xiaochun Cao Kui Ren AAML 25 12 0 04 Aug 2022
Dataset Inference: Ownership Resolution in Machine Learning Pratyush Maini Mohammad Yaghini Nicolas Papernot FedML 61 100 0 21 Apr 2021
Protect, Show, Attend and Tell: Empowering Image Captioning Models with Ownership Protection Jian Han Lim Chee Seng Chan Kam Woh Ng Lixin Fan Qiang Yang 119 31 0 25 Aug 2020