Can AI-Generated Text be Reliably Detected?

20 January 2025

Vinu Sankar Sadasivan

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

50 / 231 papers shown

Title
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks Anudeex Shetty Qiongkai Xu Jey Han Lau WaLM 34 2 0 29 Aug 2024
How will advanced AI systems impact democracy? Christopher Summerfield Lisa Argyle Michiel Bakker Teddy Collins Esin Durmus ... Elizabeth Seger Divya Siddarth Henrik Skaug Sætra MH Tessler M. Botvinick 45 2 0 27 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 52 3 0 19 Aug 2024
Can LLMs be Fooled? Investigating Vulnerabilities in LLMs Sara Abdali Jia He C. Barberan Richard Anarfi 36 7 0 30 Jul 2024
Is the Digital Forensics and Incident Response Pipeline Ready for Text-Based Threats in LLM Era? AV Bhandarkar Ronald Wilson Anushka Swarup Mengdi Zhu Damon Woodard 37 1 0 25 Jul 2024
SimCT: A Simple Consistency Test Protocol in LLMs Development Lifecycle Fufangchen Zhao Guoqiang Jin Rui Zhao Jiangheng Huang Fei Tan 31 1 0 24 Jul 2024
Watermark Smoothing Attacks against Language Models Hongyan Chang Hamed Hassani Reza Shokri WaLM 65 2 0 19 Jul 2024
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text Seyedeh Fatemeh Ebrahimi Karim Akhavan Azari Amirmasoud Iravani Arian Qazvini Pouya Sadeghi Zeinab Taghavi Hossein Sameti DeLMO 23 3 0 16 Jul 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
ProxyGPT: Enabling Anonymous Queries in AI Chatbots with (Un)Trustworthy Browser Proxies Dzung Pham J. Sheffey Chau Minh Pham Amir Houmansadr 34 1 0 11 Jul 2024
Delving into the Utilisation of ChatGPT in Scientific Publications in Astronomy Simone Astarita Sandor Kruk Jan Reerink Pablo Gómez 39 5 0 25 Jun 2024
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection Choonghyun Park Hyuhng Joon Kim Junyeob Kim Youna Kim Taeuk Kim Hyunsoo Cho Hwiyeol Jo Sang-goo Lee Kang Min Yoo AAML 46 1 0 24 Jun 2024
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection Jooyoung Lee Toshini Agrawal Adaku Uchendu Thai V. Le Jinghui Chen Dongwon Lee 31 1 0 24 Jun 2024
Evaluating Diversity in Automatic Poetry Generation Yanran Chen Hannes Groner Sina Zarrieß Steffen Eger 42 8 0 21 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
PostMark: A Robust Blackbox Watermark for Large Language Models Yapei Chang Kalpesh Krishna Amir Houmansadr John Wieting Mohit Iyyer 36 5 0 20 Jun 2024
Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data Nahema Marchal Rachel Xu Rasmi Elasmar Iason Gabriel Beth Goldberg William S. Isaac LLMAG 29 13 0 19 Jun 2024
[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs Abhinav Rao Monojit Choudhury Somak Aditya 24 0 0 18 Jun 2024
AI "News" Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian Giovanni Puccetti Anna Rogers Chiara Alzetta F. Dell’Orletta Andrea Esuli 46 7 0 17 Jun 2024
Benchmarking of LLM Detection: Comparing Two Competing Approaches Thorsten Pröhl Erik Putzier Rüdiger Zarnekow DeLMO 23 1 0 17 Jun 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors Ying Zhou Ben He Le Sun DeLMO 36 1 0 13 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 65 1 0 07 Jun 2024
JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits Minzhou Pan Yi Zeng Xue Lin Ning Yu Cho-Jui Hsieh Peter Henderson Ruoxi Jia WIGM 44 3 0 06 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 48 4 0 04 Jun 2024
Who Writes the Review, Human or AI? Panagiotis C. Theocharopoulos S. Georgakopoulos S. Tasoulis V. Plagianakos DeLMO 27 0 0 30 May 2024
Large Language Model Watermark Stealing With Mixed Integer Programming Zhaoxi Zhang Xiaomei Zhang Yanjun Zhang Leo Yu Zhang Chao Chen Shengshan Hu Asif Gill Shirui Pan AAML 38 4 0 30 May 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Bo-wen Li Dawn Song Peter Henderson Prateek Mittal AAML 51 11 0 29 May 2024
Black-Box Detection of Language Model Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 41 5 0 28 May 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 40 0 0 27 May 2024
AI-Generated Text Detection and Classification Based on BERT Deep Learning Algorithm Hao Wang Jianwei Li Zhengyu Li DeLMO 99 19 0 26 May 2024
Securing the Future of GenAI: Policy and Technology Mihai Christodorescu Craven S. Feizi Neil Zhenqiang Gong Mia Hoffmann ... Jessica Newman Emelia Probasco Yanjun Qi Khawaja Shams Turek SILM 52 3 0 21 May 2024
Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text Yafu Li Zhilin Wang Leyang Cui Wei Bi Shuming Shi Yue Zhang DeLMO 62 5 0 21 May 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context Shaina Raza Ananya Raval Veronica Chatrath 48 6 0 18 May 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors Liam Dugan Alyssa Hwang Filip Trhlik Josh Magnus Ludan Andrew Zhu Hainiu Xu Daphne Ippolito Christopher Callison-Burch DeLMO AAML 35 41 0 13 May 2024
(Dis)placed Contributions: Uncovering Hidden Hurdles to Collaborative Writing Involving Non-Native Speakers, Native Speakers, and AI-Powered Editing Tools Yimin Xiao Yuewen Chen Naomi Yamashita Yuexi Chen Zhicheng Liu Ge Gao 22 3 0 09 May 2024
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xuebo Liu Lidia S. Chao Min Zhang DeLMO 46 4 0 07 May 2024
A University Framework for the Responsible use of Generative AI in Research Shannon Smith M. Tate Keri Freeman Anne Walsh Brian Ballsun-Stanton Mark Hooper Murray Lane 19 0 0 30 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 49 6 0 22 Apr 2024
MAiDE-up: Multilingual Deception Detection of GPT-generated Hotel Reviews Oana Ignat Xiaomeng Xu Rada Mihalcea DeLMO 40 6 0 19 Apr 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 63 5 0 19 Apr 2024
DUPE: Detection Undermining via Prompt Engineering for Deepfake Text James Weichert Chinecherem Dimobi DeLMO 32 1 0 17 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Cheng Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack Ying Zhou Xianpei Han Le Sun DeLMO AAML 32 8 0 02 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 59 0 01 Apr 2024
The Impact of Prompts on Zero-Shot Detection of AI-Generated Text Kaito Taguchi Yujie Gu Kouichi Sakurai AAML DeLMO 40 6 0 29 Mar 2024
GenAI Detection Tools, Adversarial Techniques and Implications for Inclusivity in Higher Education Mike Perkins Jasper Roe Binh H. Vu Darius Postma Don Hickerson James McGaughran Huy Q. Khuat British University Vietnam DeLMO 43 19 0 28 Mar 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 40 12 0 26 Mar 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques Ashok Urlana Aditya Saibewar B. Garlapati Charaka Vinayak Kumar Ajeet Kumar Singh S. Chalamala DeLMO 43 1 0 25 Mar 2024
MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection Sadiya Sayara Chowdhury Puspo Md. Nishat Raihan Dhiman Goswami Al Nahian Bin Emran Amrita Ganguly Özlem Uzuner DeLMO 33 1 0 22 Mar 2024
Bypassing LLM Watermarks with Color-Aware Substitutions Qilong Wu Varun Chandrasekaran 29 15 0 19 Mar 2024