no code implementations • 13 Dec 2023 • Aiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Xi Zhang, Lijie Wen, Irwin King, Hui Xiong, Philip S. Yu
Text watermarking algorithms play a crucial role in the copyright protection of textual content, yet their capabilities and application scenarios have been limited historically.
1 code implementation • 10 Oct 2023 • Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen
In this work, we propose a semantic invariant watermarking method for LLMs that provides both attack robustness and security robustness.
2 code implementations • 30 Jul 2023 • Aiwei Liu, Leyi Pan, Xuming Hu, Shu'ang Li, Lijie Wen, Irwin King, Philip S. Yu
Experiments demonstrate that our algorithm attains high detection accuracy and computational efficiency through neural networks with a minimized number of parameters.