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
From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models Yidan Wang Yubing Ren Yanan Cao Binxing Fang 30 0 0 15 May 2025
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks Yixin Cheng Hongcheng Guo Yangming Li Leonid Sigal AAML WaLM 59 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 51 0 0 02 May 2025
Unified Attacks to Large Language Model Watermarks: Spoofing and Scrubbing in Unauthorized Knowledge Distillation Xin Yi Shunfan Zhengc Linlin Wanga Xiaoling Wang Liang He Liang He AAML 142 0 0 24 Apr 2025
Natural Fingerprints of Large Language Models Teppei Suzuki Ryokan Ri Sho Takase 30 0 0 21 Apr 2025
Robust and Fine-Grained Detection of AI Generated Texts Ram Mohan Rao Kadiyala Siddartha Pullakhandam Kanwal Mehreen Drishti Sharma Siddhant Gupta ... Arvind Reddy Bobbili Suraj Telugara Chandrashekhar Modabbir Adeeb Srinadh Vura Hamza Farooq DeLMO 55 0 0 16 Apr 2025
On-Device Watermarking: A Socio-Technical Imperative For Authenticity In The Age of Generative AI Houssam Kherraz 25 0 0 15 Apr 2025
Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning Li An Yujian Liu Y. Liu Yang Zhang Yuheng Bu Shiyu Chang AAML 128 0 0 09 Apr 2025
Can you Finetune your Binoculars? Embedding Text Watermarks into the Weights of Large Language Models Fay Elhassan Niccolò Ajroldi Antonio Orvieto Jonas Geiping 95 0 0 08 Apr 2025
A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content Lele Cao DeLMO 49 0 0 02 Apr 2025
Watermarking for AI Content Detection: A Review on Text, Visual, and Audio Modalities Lele Cao 41 0 0 02 Apr 2025
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion Dongjun Wei Minjia Mao Xiao Fang Michael Chau DeLMO 48 0 0 01 Apr 2025
CEFW: A Comprehensive Evaluation Framework for Watermark in Large Language Models Shuhao Zhang B. Cheng Jiale Han Yuli Chen Zhixuan Wu Changbao Li Pingli Gu WaLM 78 0 0 24 Mar 2025
Detecting LLM-Generated Peer Reviews Vishisht Rao Aounon Kumar Himabindu Lakkaraju Nihar B. Shah DeLMO AAML 84 0 0 20 Mar 2025
R.U.Psycho? Robust Unified Psychometric Testing of Language Models Julian Schelb Orr Borin David Garcia Andreas Spitz 37 0 0 13 Mar 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 50 0 0 10 Mar 2025
LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis Saeif Alhazbi Ahmed Mohamed Hussain Gabriele Oligeri P. Papadimitratos 55 0 0 27 Feb 2025
A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops Shi Fu Yingjie Wang Yuzhu Chen Xinmei Tian Dacheng Tao 53 1 0 26 Feb 2025
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing Zhilin Wang Yafu Li Jianhao Yan Yu Cheng Yue Zhang 65 0 0 21 Feb 2025
Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing Shoumik Saha S. Feizi DeLMO 70 0 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
Idiosyncrasies in Large Language Models Mingjie Sun Yida Yin Zhiqiu Xu J. Zico Kolter Zhuang Liu 35 4 0 17 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
Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets Bryan Edward Tuck Rakesh M. Verma DeLMO 49 1 0 17 Jan 2025
DAMAGE: Detecting Adversarially Modified AI Generated Text Elyas Masrour Bradley Emi Max Spero DeLMO 30 1 0 08 Jan 2025
HuRef: HUman-REadable Fingerprint for Large Language Models Boyi Zeng Cheng Zhou Yuncong Hu Yi Xu Chenghu Zhou Xinbing Wang Yu Yu Zhouhan Lin 52 9 0 08 Jan 2025
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models Yinpeng Cai Lexin Li Linjun Zhang 145 0 0 05 Jan 2025
WaterPark: A Robustness Assessment of Language Model Watermarking Jiacheng Liang Zian Wang Lauren Hong Shouling Ji Ting Wang AAML 98 0 0 20 Nov 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
Robust Detection of LLM-Generated Text: A Comparative Analysis Yongye Su Yuqing Wu DeLMO 47 0 0 09 Nov 2024
Revisiting the Robustness of Watermarking to Paraphrasing Attacks Saksham Rastogi Danish Pruthi WaLM AAML 38 1 0 08 Nov 2024
PhDGPT: Introducing a psychometric and linguistic dataset about how large language models perceive graduate students and professors in psychology Edoardo Sebastiano De Duro Enrique Taietta Riccardo Improta Massimo Stella AI4CE 43 0 0 06 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 34 3 0 06 Nov 2024
Understanding the Effects of Human-written Paraphrases in LLM-generated Text Detection Hiu Ting Lau Arkaitz Zubiaga DeLMO 45 1 0 06 Nov 2024
$B^4$ : A Black-Box Scrubbing Attack on LLM Watermarks Baizhou Huang Xiao Pu Xiaojun Wan 43 0 0 02 Nov 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 77 1 0 18 Oct 2024
Detecting AI-Generated Texts in Cross-Domains You Zhou Jie Wang DeLMO 24 1 0 17 Oct 2024
Cognitive Overload Attack:Prompt Injection for Long Context Bibek Upadhayay Vahid Behzadan Amin Karbasi AAML 34 2 0 15 Oct 2024
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews Sandeep Kumar Mohit Sahu Vardhan Gacche Tirthankar Ghosal Asif Ekbal DeLMO 27 2 0 13 Oct 2024
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation Saiful Islam Salim Rubin Yuchan Yang Alexander Cooper Suryashree Ray Saumya Debray Sazzadur Rahaman AAML 47 0 0 12 Oct 2024
The Rise of AI-Generated Content in Wikipedia Creston Brooks Samuel Eggert Denis Peskoff DeLMO 30 8 0 10 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 23 0 0 08 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 28 0 0 04 Oct 2024
RAFT: Realistic Attacks to Fool Text Detectors James Wang Ran Li Junfeng Yang Chengzhi Mao AAML DeLMO 16 2 0 04 Oct 2024
Can Watermarked LLMs be Identified by Users via Crafted Prompts? Aiwei Liu Sheng Guan Yong-Jin Liu L. Pan Yifei Zhang Liancheng Fang Lijie Wen Philip S. Yu Xuming Hu WaLM 123 2 0 04 Oct 2024
Discovering Clues of Spoofed LM Watermarks Thibaud Gloaguen Nikola Jovanović Robin Staab Martin Vechev 38 2 0 03 Oct 2024
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration Kangxi Wu Liang Pang Huawei Shen Xueqi Cheng TDI 32 0 0 02 Oct 2024
A Certified Robust Watermark For Large Language Models Xianheng Feng Jian-wei Liu Kui Ren Chun Chen AAML WaLM 49 0 0 29 Sep 2024
From Deception to Detection: The Dual Roles of Large Language Models in Fake News Dorsaf Sallami Yuan-Chen Chang Esma Aïmeur 42 3 0 25 Sep 2024
LLM Detectors Still Fall Short of Real World: Case of LLM-Generated Short News-Like Posts Henrique Da Silva Gameiro Andrei Kucharavy Ljiljana Dolamic 31 3 0 05 Sep 2024