Awesome LLM Watermark

This repo include papers about the watermark method for large language model and normal language model. Continuously updated

Natural language Understanding

1. Watermarking Pre-trained Language Models with Backdooring

2. (AAAI-2023) PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

3. (AAAI2022) Protecting Intellectual Property of Language Generation APIs with Lexical Watermark Code

4. (ACL2023) Robust Multi-bit Natural Language Watermarking through Invariant Features Code

5. Distillation-Resistant Watermarking for Model Protection in NLP Code

Natural language Processing

1. (ICML 2023) A Watermark for Large Language Models Code

2. (Neurips 2022) CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Code

3. (ACL2023) Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark Code

4. Robust Distortion-free Watermarks for Language Models Code

   Blog

Diffusion Model

1. (ICCV 2023) The Stable Signature: Rooting Watermarks in Latent Diffusion Models Code
2. (ACM Multimedia 2023) DocDiff: Document Enhancement via Residual Diffusion Models Code
3. (MM 2022) Towards Blind Watermarking: Combining Invertible and Non-invertible Mechanisms Code
4. (USENIX 2023) Glaze: Protecting artists from style mimicry by text-to-image models Code
5. (ACM MM 2023) Flexible and Secure Watermarking for Latent Diffusion Model
6. (CVPR Workshops 2023)RoSteALS: Robust Steganography using Autoencoder Latent Space Code
7. (~ 2023) Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust Code
8. (~ 2023) Invisible Image Watermarks Are Provably Removable Using Generative AI Code
9. (~ 2023) A Recipe for Watermarking Diffusion Models Code
10. (~ 2023) On Evaluating Adversarial Robustness of Large Vision-Language Models Code
11. (~ 2023) Watermarking Diffusion Model
12. (~ 2023) Protecting the Intellectual Property of Diffusion Models by the Watermark Diffusion Process
13. (~ 2023) DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models
14. (~ 2023) Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking
15. (~ 2023) Towards the Vulnerability of Watermarking Artificial Intelligence Generated Content
16. (~ 2032) Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs