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
生成AI向け電子透かし
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
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
Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness
Authors: Peiru Yang, Xintian Li, Wanchun Ni, Jinhua Yin, Huili Wang, Guoshun Nan, Shangguang Wang, Yongfeng Huang, Tao Qi | Published: 2025-06-09
Watermarking Degrades Alignment in Language Models: Analysis and Mitigation
Authors: Apurv Verma, NhatHai Phan, Shubhendu Trivedi | Published: 2025-06-04 | Updated: 2025-07-10
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
Authors: Yidan Wang, Yubing Ren, Yanan Cao, Binxing Fang | Published: 2025-05-15
MorphMark: Flexible Adaptive Watermarking for Large Language Models
Authors: Zongqi Wang, Tianle Gu, Baoyuan Wu, Yujiu Yang | Published: 2025-05-14 | Updated: 2025-05-20