DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

27 May 2023

Papers citing "DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text"

50 / 59 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 45 0 0 08 May 2025
Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content Haoyue Bai Yiyou Sun Wei Cheng Haifeng Chen AAML 56 0 0 02 May 2025
Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations Y. Zhou Juan Wen Wanli Peng Yiming Xue Ziwei Zhang Zhengxian Wu AAML 33 0 0 22 Apr 2025
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs Will Cai Tianneng Shi Xuandong Zhao Dawn Song 30 0 0 07 Apr 2025
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text Guangsheng Bao Lihua Rong Yanbin Zhao Qiji Zhou Yue Zhang 38 0 0 01 Mar 2025
Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review Sungduk Yu Man Luo Avinash Madusu Vasudev Lal Phillip Howard DeLMO 103 1 0 26 Feb 2025
IPAD: Inverse Prompt for AI Detection -- A Robust and Explainable LLM-Generated Text Detector Zheng Chen Yushi Feng Changyang He Yue Deng Hongxi Pu Bo-wen Li DeLMO 49 1 0 21 Feb 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection Guangsheng Bao Yanbin Zhao Juncai He Yue Zhang VLM 96 2 0 20 Feb 2025
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 125 2 0 07 Feb 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings A. K. Kadhim Lei Jiao R. Shafik Ole-Christoffer Granmo DeLMO 74 0 0 31 Jan 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 49 0 0 28 Jan 2025
DART: An AIGT Detector using AMR of Rephrased Text Hyeonchu Park Byungjun Kim Bugeun Kim 86 1 0 16 Dec 2024
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection Jiaqi Chen Xiaoye Zhu Tianyang Liu Yuxiao Chen Xinhui Chen ... Lei Zhang Chenyu Yan Guanghao Mei Jie M. Zhang Lefei Zhang DeLMO 87 1 0 11 Dec 2024
SEFD: Semantic-Enhanced Framework for Detecting LLM-Generated Text Weiqing He Bojian Hou Tianqi Shang Davoud Ataee Tarzanagh Qi Long Li Shen DeLMO 85 0 0 17 Nov 2024
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 68 4 0 06 Nov 2024
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 58 2 0 31 Oct 2024
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 42 0 0 29 Oct 2024
Do LLMs write like humans? Variation in grammatical and rhetorical styles Alex Reinhart David West Brown Ben Markey Michael Laudenbach Kachatad Pantusen Ronald Yurko Gordon Weinberg DeLMO 38 7 0 21 Oct 2024
Training-free LLM-generated Text Detection by Mining Token Probability Sequences Yihuai Xu Yongwei Wang Yifei Bi Huangsen Cao Zhouhan Lin Yu Zhao Fei Wu DeLMO 26 0 0 08 Oct 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 40 2 0 25 Sep 2024
The Impact of Large Language Models in Academia: from Writing to Speaking Mingmeng Geng Caixi Chen Yanru Wu Dongping Chen Yao Wan Pan Zhou 30 7 0 20 Sep 2024
ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems Zehua Wang Min Gao Junliang Yu Xinyi Gao Quoc Viet Hung Nguyen S. Sadiq Hongzhi Yin AAML 54 3 0 18 Sep 2024
Measuring Human Contribution in AI-Assisted Content Generation Yueqi Xie Tao Qi Jingwei Yi Ryan Whalen Junming Huang Qian Ding Yu Xie Xing Xie Fangzhao Wu Fangzhao Wu 42 1 0 27 Aug 2024
ConvNLP: Image-based AI Text Detection S. Jambunathan Ashwath Shankarnarayan Parijat Dube DeLMO 46 0 0 09 Jul 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood Yang Xu Yu Wang Hao An Zhichen Liu Yongyuan Li 42 4 0 28 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 79 7 0 21 Jun 2024
Incentivizing Quality Text Generation via Statistical Contracts Eden Saig Ohad Einav Inbal Talgam-Cohen 33 2 0 17 Jun 2024
Improving Logits-based Detector without Logits from Black-box LLMs Cong Zeng Shengkun Tang Xianjun Yang Yuanzhou Chen Yiyou Sun zhiqiang xu Yao Li Haifeng Chen Wei Cheng Dongkuan Xu DeLMO 68 1 0 07 Jun 2024
Survey on Plagiarism Detection in Large Language Models: The Impact of ChatGPT and Gemini on Academic Integrity Shushanta Pudasaini Luis Miralles-Pechuán David Lillis Marisa Llorens-Salvador 50 4 0 04 Jun 2024
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text Yafu Li Zhilin Wang Leyang Cui Wei Bi Shuming Shi Yue Zhang DeLMO 65 5 0 21 May 2024
Sampling-based Pseudo-Likelihood for Membership Inference Attacks Masahiro Kaneko Youmi Ma Yuki Wata Naoaki Okazaki 35 9 0 17 Apr 2024
Mapping the Increasing Use of LLMs in Scientific Papers Weixin Liang Yaohui Zhang Zhengxuan Wu Haley Lepp Wenlong Ji ... Zhi Huang Diyi Yang Christopher Potts Christopher D. Manning James Y. Zou AI4CE DeLMO 44 60 0 01 Apr 2024
EAGLE: A Domain Generalization Framework for AI-generated Text Detection Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu DeLMO 37 6 0 23 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 73 24 0 19 Mar 2024
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews Weixin Liang Zachary Izzo Yaohui Zhang Haley Lepp Hancheng Cao ... Haotian Ye Sheng Liu Zhi Huang Daniel A. McFarland James Y. Zou DeLMO 73 85 0 11 Mar 2024
Decoding the AI Pen: Techniques and Challenges in Detecting AI-Generated Text Sara Abdali Richard Anarfi C. Barberan Jia He DeLMO 28 10 0 09 Mar 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick Jiayi Fu Xuandong Zhao Ruihan Yang Yuan Zhang Jiangjie Chen Yanghua Xiao WaLM 46 7 0 20 Feb 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling Yuhui Shi Qiang Sheng Juan Cao Hao Mi Beizhe Hu Danding Wang 29 13 0 14 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 55 10 0 08 Feb 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better Shengchao Liu Xiaoming Liu Yichen Wang Zehua Cheng Chengzhengxu Li Zhaohan Zhang Y. Lan Chao Shen DeLMO 37 2 0 01 Feb 2024
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text Abhimanyu Hans Avi Schwarzschild Valeriia Cherepanova Hamid Kazemi Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein DeLMO 44 84 0 22 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection Dominik Macko Robert Moro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee Jakub Simko Maria Bielikova DeLMO 40 17 0 15 Jan 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 35 7 0 27 Dec 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 34 10 0 13 Nov 2023
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection Harika Abburi Kalyani Roy Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 34 8 0 06 Nov 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 40 51 0 24 Oct 2023
Towards Possibilities & Impossibilities of AI-generated Text Detection: A Survey Soumya Suvra Ghosal Souradip Chakraborty Jonas Geiping Furong Huang Dinesh Manocha Amrit Singh Bedi DeLMO 38 33 0 23 Oct 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 28 130 0 08 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 29 11 0 08 Oct 2023