Can AI-Generated Text be Reliably Detected?

20 January 2025

Vinu Sankar Sadasivan

Papers citing "Can AI-Generated Text be Reliably Detected?"

50 / 232 papers shown

Title
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models Shangqing Tu Yuliang Sun Yushi Bai Jifan Yu Lei Hou Juanzi Li WaLM 35 9 0 13 Nov 2023
Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models Hanlin Zhang Benjamin L. Edelman Danilo Francati Daniele Venturi G. Ateniese Boaz Barak WaLM 138 54 0 07 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
Efficient Black-Box Adversarial Attacks on Neural Text Detectors Vitalii Fishchuk Daniel Braun AAML DeLMO 13 4 0 03 Nov 2023
Publicly-Detectable Watermarking for Language Models Jaiden Fairoze Sanjam Garg Somesh Jha Saeed Mahloujifar Mohammad Mahmoody Mingyuan Wang WaLM 139 45 0 27 Oct 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
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation Jason Samuel Lucas Adaku Uchendu Michiharu Yamashita Jooyoung Lee Shaurya Rohatgi Dongwon Lee 32 42 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
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 32 22 0 23 Oct 2023
Embarrassingly Simple Text Watermarks Ryoma Sato Yuki Takezawa Han Bao Kenta Niwa Makoto Yamada WaLM 32 14 0 13 Oct 2023
Who Said That? Benchmarking Social Media AI Detection Wanyun Cui Linqiu Zhang Qianle Wang Shuyang Cai DeLMO 30 9 0 12 Oct 2023
Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs Fiona Draxler Daniel Buschek Mikke Tavast Perttu Hämäläinen Albrecht Schmidt Juhi Kulshrestha Robin Welsch 17 17 0 10 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 45 56 0 10 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 32 34 0 09 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 36 41 0 08 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 31 130 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 31 23 0 08 Oct 2023
Counter Turing Test CT^2: AI-Generated Text Detection is Not as Easy as You May Think -- Introducing AI Detectability Index Megha Chakraborty S.M. Towhidul Islam Tonmoy S. M. Mehedi Krish Sharma Niyar R. Barman ... Tanay Kumar Vinija Jain Aman Chadha Amit P. Sheth Amitava Das DeLMO 22 21 0 08 Oct 2023
SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Abe Bohan Hou Jingyu Zhang Tianxing He Yichen Wang Yung-Sung Chuang Hongwei Wang Lingfeng Shen Benjamin Van Durme Daniel Khashabi Yulia Tsvetkov WaLM 34 0 0 06 Oct 2023
Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards Litton J. Kurisinkel Nancy F. Chen 26 1 0 05 Oct 2023
On the Stability of Iterative Retraining of Generative Models on their own Data Quentin Bertrand A. Bose Alexandre Duplessis Marco Jiralerspong Gauthier Gidel 30 43 0 30 Sep 2023
AI and Democracy's Digital Identity Crisis Shrey Jain Connor Spelliscy Samuel Vance-Law Scott Moore 13 4 0 25 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 39 158 0 25 Sep 2023
From Text to Source: Results in Detecting Large Language Model-Generated Content Wissam Antoun Benoît Sagot Djamé Seddah DeLMO 33 11 0 23 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 38 45 0 22 Sep 2023
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News Tharindu Kumarage Amrita Bhattacharjee Djordje Padejski Kristy Roschke Dan Gillmor Scott W. Ruston Huan Liu Joshua Garland DeLMO 24 9 0 06 Sep 2023
HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus Zhenpeng Su Xing Wu Wei Zhou Guangyuan Ma Song Hu DeLMO 25 13 0 06 Sep 2023
Accused: How students respond to allegations of using ChatGPT on assessments T. Gorichanaz 11 45 0 31 Aug 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams D. Song Ankur Taly Diyi Yang SILM 37 93 0 28 Aug 2023
AI Deception: A Survey of Examples, Risks, and Potential Solutions Peter S. Park Simon Goldstein Aidan O'Gara Michael Chen Dan Hendrycks 30 141 0 28 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 39 78 0 24 Aug 2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP Lu Yan Zhuo Zhang Guanhong Tao Kaiyuan Zhang Xuan Chen Guangyu Shen Xiangyu Zhang AAML SILM 62 16 0 04 Aug 2023
Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text? Amrita Bhattacharjee Huang Liu DeLMO 27 56 0 02 Aug 2023
Anatomy of an AI-powered malicious social botnet Kai-Cheng Yang Filippo Menczer DeLMO 43 67 0 30 Jul 2023
An Unforgeable Publicly Verifiable Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shuang Li Lijie Wen Irwin King Philip S. Yu WaLM 54 31 0 30 Jul 2023
Towards Codable Watermarking for Injecting Multi-bits Information to LLMs Lean Wang Wenkai Yang Deli Chen Hao Zhou Yankai Lin Fandong Meng Jie Zhou Xu Sun WaLM 39 15 0 29 Jul 2023
Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy Yu Fu Deyi Xiong Yue Dong WaLM 53 31 0 25 Jul 2023
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 40 74 0 21 Jul 2023
Is ChatGPT Involved in Texts? Measure the Polish Ratio to Detect ChatGPT-Generated Text Lingyi Yang Feng Jiang Haizhou Li DeLMO 42 23 0 21 Jul 2023
LLM Censorship: A Machine Learning Challenge or a Computer Security Problem? David Glukhov Ilia Shumailov Y. Gal Nicolas Papernot Vardan Papyan AAML ELM 30 57 0 20 Jul 2023
Detecting LLM-Generated Text in Computing Education: A Comparative Study for ChatGPT Cases Michael Sheinman Orenstrakh Oscar Karnalim C. Suárez Michael Liut DeLMO 26 56 0 10 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 26 21 0 09 Jul 2023
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 52 110 0 07 Jul 2023
Provable Robust Watermarking for AI-Generated Text Xuandong Zhao P. Ananth Lei Li Yu-Xiang Wang WaLM 26 156 0 30 Jun 2023
Artificial Artificial Artificial Intelligence: Crowd Workers Widely Use Large Language Models for Text Production Tasks V. Veselovsky Manoel Horta Ribeiro Robert West 28 130 0 13 Jun 2023
Evaluating the Social Impact of Generative AI Systems in Systems and Society Irene Solaiman Zeerak Talat William Agnew Lama Ahmad Dylan K. Baker ... Marie-Therese Png Shubham Singh A. Strait Lukas Struppek Arjun Subramonian ELM EGVM 31 104 0 09 Jun 2023
Towards a Robust Detection of Language Model Generated Text: Is ChatGPT that Easy to Detect? Wissam Antoun Virginie Mouilleron Benoît Sagot Djamé Seddah DeLMO 22 33 0 09 Jun 2023
Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts Eduard Tulchinskii Kristian Kuznetsov Laida Kushnareva D. Cherniavskii S. Barannikov Irina Piontkovskaya Sergey I. Nikolenko Evgeny Burnaev DeLMO 28 82 0 07 Jun 2023
On the Reliability of Watermarks for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Manli Shu Khalid Saifullah Kezhi Kong Kasun Fernando Aniruddha Saha Micah Goldblum Tom Goldstein WaLM 16 113 0 07 Jun 2023
Red Teaming Language Model Detectors with Language Models Zhouxing Shi Yihan Wang Fan Yin Xiangning Chen Kai-Wei Chang Cho-Jui Hsieh DeLMO 19 50 0 31 May 2023