SELF: A Robust Singular Value and Eigenvalue Approach for LLM Fingerprinting
Authors: Hanxiu Zhang, Yue Zheng | Published: 2025-12-03
Digital Watermarking for Generative AI
Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security
Authors: Wei Zhao, Zhe Li, Yige Li, Jun Sun | Published: 2025-11-20
Watermarking Large Language Models in Europe: Interpreting the AI Act in Light of Technology
Authors: Thomas Souverain | Published: 2025-11-05
Position: LLM Watermarking Should Align Stakeholders’ Incentives for Practical Adoption
Authors: Yepeng Liu, Xuandong Zhao, Dawn Song, Gregory W. Wornell, Yuheng Bu | Published: 2025-10-21
Large Language Models Are Effective Code Watermarkers
Authors: Rui Xu, Jiawei Chen, Zhaoxia Yin, Cong Kong, Xinpeng Zhang | Published: 2025-10-13
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Authors: Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou | Published: 2025-09-25
Character-Level Perturbations Disrupt LLM Watermarks
Authors: Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang | Published: 2025-09-11
RepoMark: A Data-Usage Auditing Framework for Code Large Language Models
Authors: Wenjie Qu, Yuguang Zhou, Bo Wang, Yuexin Li, Lionel Z. Wang, Jinyuan Jia, Jiaheng Zhang | Published: 2025-08-29 | Updated: 2025-11-03
FPEdit: Robust LLM Fingerprinting through Localized Knowledge Editing
Authors: Shida Wang, Chaohu Liu, Yubo Wang, Linli Xu | Published: 2025-08-04
Watermarking LLM-Generated Datasets in Downstream Tasks
Authors: Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang | Published: 2025-06-16