Stumbling Blocks: Stress Testing the Robustness of Machine-Generated
Text Detectors Under Attacks

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

18 February 2024

Xiaoming Liu

Tianxing He

Papers citing "Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks"

11 / 11 papers shown

Title
TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors Jingyi Zheng Junfeng Wang Zhen Sun Wenhan Dong Yule Liu Xinlei He AAML 43 0 0 10 Mar 2025
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework Zhen Tao Zhiyu Li Runyu Chen Dinghao Xi Wei Xu DeLMO 17 1 0 18 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 23 0 0 04 Oct 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 68 7 0 21 Jun 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 84 13 0 17 Feb 2024
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors Yi-Fan Zhang Zhang Zhang Liang Wang Tien-Ping Tan Rong Jin DeLMO 73 8 0 20 Dec 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 May 2023
string2string: A Modern Python Library for String-to-String Algorithms Mirac Suzgun Stuart M. Shieber Dan Jurafsky 28 7 0 27 Apr 2023
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 61 84 0 14 Oct 2022
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 112 214 0 06 Nov 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 178 708 0 17 Apr 2018