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
Bypassing LLM Watermarks with Color-Aware Substitutions Qilong Wu Varun Chandrasekaran 29 15 0 19 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
Towards Better Statistical Understanding of Watermarking LLMs Zhongze Cai Shang Liu Hanzhao Wang Huaiyang Zhong Xiaocheng Li 16 6 0 19 Mar 2024
Learning to Watermark LLM-generated Text via Reinforcement Learning Xiaojun Xu Yuanshun Yao Yang Liu 23 10 0 13 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
Transparent AI Disclosure Obligations: Who, What, When, Where, Why, How Abdallah El Ali Karthikeya Puttur Venkatraj Sophie Morosoli Laurens Naudts Natali Helberger Pablo César 39 14 0 11 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 36 11 0 02 Mar 2024
Counterspeakers' Perspectives: Unveiling Barriers and AI Needs in the Fight against Online Hate Jimin Mun Cathy Buerger Jenny T Liang Joshua Garland Maarten Sap 35 10 0 29 Feb 2024
Watermark Stealing in Large Language Models Nikola Jovanović Robin Staab Martin Vechev WaLM AAML 38 30 0 29 Feb 2024
PRSA: PRompt Stealing Attacks against Large Language Models Yong Yang Changjiang Li Yi Jiang Xi Chen Haoyu Wang Xuhong Zhang Zonghui Wang Shouling Ji SILM AAML 36 1 0 29 Feb 2024
Consistency Matters: Explore LLMs Consistency From a Black-Box Perspective Fufangchen Zhao Guoqiang Jin Jiaheng Huang Rui Zhao Fei Tan 32 1 0 27 Feb 2024
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices Qi Pang Shengyuan Hu Wenting Zheng Virginia Smith WaLM 46 11 0 25 Feb 2024
Whose LLM is it Anyway? Linguistic Comparison and LLM Attribution for GPT-3.5, GPT-4 and Bard Ariel Rosenfeld T. Lazebnik DeLMO 43 7 0 22 Feb 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification Martin Gubri Dennis Ulmer Hwaran Lee Sangdoo Yun Seong Joon Oh SILM 392 5 1 20 Feb 2024
Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships Myung Gyo Oh Hong Eun Ahn L. Park T.-H. Kwon MIALM AAML 34 0 0 19 Feb 2024
Towards Theoretical Understandings of Self-Consuming Generative Models Shi Fu Sen Zhang Yingjie Wang Xinmei Tian Dacheng Tao 36 9 0 19 Feb 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 89 14 0 17 Feb 2024
Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs Zae Myung Kim Kwang Hee Lee Preston Zhu Vipul Raheja Dongyeop Kang DeLMO 40 8 0 16 Feb 2024
ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions Leuson Da Silva Jordan Samhi Foutse Khomh ALM SILM ELM AI4MH 31 10 0 13 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 33 1 0 13 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
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection Xinlin Peng Ying Zhou Xianpei Han Le Sun Yingfei Sun DeLMO 18 11 0 01 Feb 2024
Commercial AI, Conflict, and Moral Responsibility: A theoretical analysis and practical approach to the moral responsibilities associated with dual-use AI technology Daniel Trusilo David Danks 17 1 0 30 Jan 2024
Adaptive Text Watermark for Large Language Models Yepeng Liu Yuheng Bu WaLM 18 18 0 25 Jan 2024
Raidar: geneRative AI Detection viA Rewriting Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 31 23 0 23 Jan 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 83 0 22 Jan 2024
Excuse me, sir? Your language model is leaking (information) Or Zamir WaLM 25 5 0 18 Jan 2024
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text Mazal Bethany Brandon Wherry Emet Bethany Nishant Vishwamitra Anthony Rios Peyman Najafirad DeLMO 36 3 0 17 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 M. Bieliková DeLMO 40 17 0 15 Jan 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 63 13 0 13 Jan 2024
Few-Shot Detection of Machine-Generated Text using Style Representations Rafael A. Rivera Soto Kailin Koch Aleem Khan Barry Chen M. Bishop Nicholas Andrews DeLMO 24 23 0 12 Jan 2024
Cross-Attention Watermarking of Large Language Models Folco Bertini Baldassini H. Nguyen Ching-Chung Chang Isao Echizen WaLM 17 1 0 12 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 60 56 0 11 Jan 2024
Generation Z's Ability to Discriminate Between AI-generated and Human-Authored Text on Discord Dhruv Ramu Rishab Jain Aditya Jain DeLMO 42 1 0 31 Dec 2023
Optimizing watermarks for large language models Bram Wouters WaLM 26 3 0 28 Dec 2023
The Persuasive Power of Large Language Models Simon Martin Breum Daniel Vaedele Egdal Victor Gram Mortensen Anders Giovanni Møller L. Aiello AI4CE 37 24 0 24 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 43 51 0 13 Dec 2023
The AI Assessment Scale (AIAS): A Framework for Ethical Integration of Generative AI in Educational Assessment Mike Perkins Leon Furze Jasper Roe Jason MacVaugh British University Vietnam 22 33 0 12 Dec 2023
Multimodality of AI for Education: Towards Artificial General Intelligence Gyeong-Geon Lee Lehong Shi Ehsan Latif Yizhu Gao Arne Bewersdorff ... Zheng Liu Hui Wang Gengchen Mai Tiaming Liu Xiaoming Zhai 29 38 0 10 Dec 2023
Generative AI in Higher Education: Seeing ChatGPT Through Universities' Policies, Resources, and Guidelines Hui Wang Anh Dang Zihao Wu Son Mac 19 28 0 08 Dec 2023
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 69 31 0 07 Dec 2023
Mark My Words: Analyzing and Evaluating Language Model Watermarks Julien Piet Chawin Sitawarin Vivian Fang Norman Mu David Wagner WaLM 37 33 0 01 Dec 2023
I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text Kaan Efe Keles Ömer Kaan Gürbüz Mucahid Kutlu WaLM 18 1 0 29 Nov 2023
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop Martin Briesch Dominik Sobania Franz Rothlauf 35 55 0 28 Nov 2023
IMGTB: A Framework for Machine-Generated Text Detection Benchmarking Michal Spiegel Dominik Macko DeLMO VLM 37 5 0 21 Nov 2023
WatME: Towards Lossless Watermarking Through Lexical Redundancy Liang Chen Yatao Bian Yang Deng Deng Cai Shuaiyi Li Peilin Zhao Kam-Fai Wong WaLM 40 6 0 16 Nov 2023
A Robust Semantics-based Watermark for Large Language Model against Paraphrasing Jie Ren Han Xu Yiding Liu Yingqian Cui Shuaiqiang Wang Dawei Yin Jiliang Tang OffRL 23 44 0 15 Nov 2023
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Robert Moro Ivan Srba Adaku Uchendu Thai V. Le Dongwon Lee DeLMO 37 17 0 14 Nov 2023
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 24 6 0 14 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 26 10 0 13 Nov 2023