Watermark Robustness

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
Text Generation Method
Digital Watermarking for Generative AI
Watermark Robustness

EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform

Authors: Yi Huang, Xinsheng Gong, Xiangyu Kong, Dibei Chen, Jianfeng Zhu, Wenping Zhu, Liangwei Li, Mingyu Gao, Shaojun Wei, Aoyang Zhang, Leibo Liu | Published: 2025-04-22
System Requirements
Factors of Performance Degradation
Watermark Robustness

RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework

Authors: Kun Wang, Kaiyan Chang, Mengdi Wang, Xinqi Zou, Haobo Xu, Yinhe Han, Ying Wang | Published: 2025-01-05
Prompt Injection
Watermark Robustness
Watermark Evaluation

FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text

Authors: Zhenyu Xu, Kun Zhang, Victor S. Sheng | Published: 2024-10-09
Watermarking
Watermark Robustness
Watermark Evaluation

Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking

Authors: Aakash Varma Nadimpalli, Ajita Rattani | Published: 2024-10-02
Watermarking
Watermark Robustness
Watermark Evaluation

On the Weaknesses of Backdoor-based Model Watermarking: An Information-theoretic Perspective

Authors: Aoting Hu, Yanzhi Chen, Renjie Xie, Adrian Weller | Published: 2024-09-10
Watermarking
Attack Method
Watermark Robustness

MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code

Authors: Kaiwen Ning, Jiachi Chen, Qingyuan Zhong, Tao Zhang, Yanlin Wang, Wei Li, Jingwen Zhang, Jianxing Yu, Yuming Feng, Weizhe Zhang, Zibin Zheng | Published: 2024-08-02 | Updated: 2025-04-21
Code Generation
Prompt Injection
Watermark Robustness

Variational Randomized Smoothing for Sample-Wise Adversarial Robustness

Authors: Ryo Hase, Ye Wang, Toshiaki Koike-Akino, Jing Liu, Kieran Parsons | Published: 2024-07-16
Regularization
Watermark Robustness
Defense Method

GENIE: Watermarking Graph Neural Networks for Link Prediction

Authors: Venkata Sai Pranav Bachina, Ankit Gangwal, Aaryan Ajay Sharma, Charu Sharma | Published: 2024-06-07 | Updated: 2025-01-12
Watermarking
Prompt Injection
Watermark Robustness

WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness

Authors: Baizhou Huang, Xiaojun Wan | Published: 2024-05-22
Watermarking
Watermark Robustness
Watermark Evaluation