1 code implementation • 18 Feb 2024 • Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He
Our experiments reveal that almost none of the existing detectors remain robust under all the attacks, and all detectors exhibit different loopholes.
1 code implementation • 17 Feb 2024 • Abe Bohan Hou, Jingyu Zhang, Yichen Wang, Daniel Khashabi, Tianxing He
Recent watermarked generation algorithms inject detectable signatures during language generation to facilitate post-hoc detection.
1 code implementation • 6 Oct 2023 • Abe Bohan Hou, Jingyu Zhang, Tianxing He, Yichen Wang, Yung-Sung Chuang, Hongwei Wang, Lingfeng Shen, Benjamin Van Durme, Daniel Khashabi, Yulia Tsvetkov
Existing watermarking algorithms are vulnerable to paraphrase attacks because of their token-level design.