MGTBench: Benchmarking Machine-Generated Text Detection

MGTBench: Benchmarking Machine-Generated Text Detection

26 March 2023

Michael Backes

Papers citing "MGTBench: Benchmarking Machine-Generated Text Detection"

18 / 18 papers shown

Title
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 43 0 0 08 May 2025
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 45 0 0 10 Mar 2025
FDLLM: A Text Fingerprint Detection Method for LLMs in Multi-Language, Multi-Domain Black-Box Environments Zhiyuan Fu Junfan Chen Hongyu Sun Ting Yang Ruidong Li Yuqing Zhang 47 0 0 28 Jan 2025
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 43 2 0 31 Oct 2024
Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts German Gritsai Anastasia Voznyuk Andrey Grabovoy Yury Chekhovich DeLMO 75 1 0 18 Oct 2024
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement Zihao Cheng Li Zhou Feng Jiang Benyou Wang H. Li DeLMO 39 4 0 18 Oct 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 76 7 0 21 Jun 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 38 0 0 27 May 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 34 5 0 19 Feb 2024
Comprehensive Assessment of Jailbreak Attacks Against LLMs Junjie Chu Yugeng Liu Ziqing Yang Xinyue Shen Michael Backes Yang Zhang AAML 35 65 0 08 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 155 0 06 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang X. Li Luisa Verdoliva Shu Hu 86 56 0 22 Jan 2024
Adapting Fake News Detection to the Era of Large Language Models Jinyan Su Claire Cardie Preslav Nakov DeLMO 32 18 0 02 Nov 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 24 33 0 09 Oct 2023
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Xinyue Shen Z. Chen Michael Backes Yun Shen Yang Zhang SILM 33 245 0 07 Aug 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text Jinyan Su Terry Yue Zhuo Di Wang Preslav Nakov DeLMO 33 121 0 23 May 2023
Smaller Language Models are Better Black-box Machine-Generated Text Detectors Niloofar Mireshghallah Justus Mattern Sicun Gao Reza Shokri Taylor Berg-Kirkpatrick DeLMO 19 47 0 17 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites Hans W. A. Hanley Zakir Durumeric DeLMO 21 29 0 16 May 2023