Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy

25 July 2023

Papers citing "Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy"

26 / 26 papers shown

Title
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning Li An Yujian Liu Y. Liu Yang Zhang Yuheng Bu Shiyu Chang AAML 34 0 0 09 Apr 2025
CEFW: A Comprehensive Evaluation Framework for Watermark in Large Language Models Shuhao Zhang B. Cheng Jiale Han Yuli Chen Zhixuan Wu Changbao Li Pingli Gu WaLM 68 0 0 24 Mar 2025
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Yihao Wang Lingxiao Li Yifan Tang Ru Zhang Jianyi Liu 33 1 0 08 Feb 2025
Watermarking Techniques for Large Language Models: A Survey Yuqing Liang Jiancheng Xiao Wensheng Gan Philip S. Yu OffRL 17 3 0 26 Aug 2024
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models Harsh Nishant Lalai Aashish Anantha Ramakrishnan Raj Sanjay Shah Dongwon Lee WaLM VLM 26 1 0 17 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 31 14 0 08 Jun 2024
AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm Hao Wang Jianwei Li Zhengyu Li DeLMO 78 14 0 26 May 2024
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs Chenxi Sun Hongzhi Zhang Zijia Lin Jingyuan Zhang Fuzheng Zhang ... Bin Chen Chengru Song Di Zhang Kun Gai Deyi Xiong 22 1 0 24 May 2024
"Sora is Incredible and Scary": Emerging Governance Challenges of Text-to-Video Generative AI Models Kyrie Zhixuan Zhou Abhinav Choudhry Ece Gumusel M. Sanfilippo EGVM 19 0 0 10 Apr 2024
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models Piotr Molenda Adian Liusie Mark J. F. Gales WaLM 37 4 0 28 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 60 14 0 11 Mar 2024
Watermarking Makes Language Models Radioactive Tom Sander Pierre Fernandez Alain Durmus Matthijs Douze Teddy Furon WaLM 22 11 0 22 Feb 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text Abe Bohan Hou Jingyu Zhang Yichen Wang Daniel Khashabi Tianxing He WaLM 64 13 0 17 Feb 2024
Copyright Protection in Generative AI: A Technical Perspective Jie Ren Han Xu Pengfei He Yingqian Cui Shenglai Zeng ... Hongzhi Wen Jiayuan Ding Hui Liu Yi Chang Jiliang Tang DeLMO 12 30 0 04 Feb 2024
Optimizing watermarks for large language models Bram Wouters WaLM 13 2 0 28 Dec 2023
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 18 10 0 13 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 26 50 0 13 Dec 2023
Performance-lossless Black-box Model Watermarking Na Zhao Kejiang Chen Weiming Zhang Neng H. Yu 14 1 0 11 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 42 30 0 07 Dec 2023
Improving the Generation Quality of Watermarked Large Language Models via Word Importance Scoring Yuhang Li Yihan Wang Zhouxing Shi Cho-Jui Hsieh WaLM 8 7 0 16 Nov 2023
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models Shangqing Tu Yuliang Sun Yushi Bai Jifan Yu Lei Hou Juanzi Li WaLM 23 7 0 13 Nov 2023
Watermarking Vision-Language Pre-trained Models for Multi-modal Embedding as a Service Yuanmin Tang Jing Yu Keke Gai Xiangyang Qu Yue Hu Gang Xiong Qi Wu AAML WaLM VLM 11 6 0 10 Nov 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 17 43 0 24 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 19 0 0 06 Oct 2023
Watermarking Text Generated by Black-Box Language Models Xi Yang Kejiang Chen Weiming Zhang Chang-rui Liu Yuang Qi Jie Zhang Han Fang Neng H. Yu WaLM 89 53 0 14 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 163 388 0 02 May 2023