OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

21 July 2023

Papers citing "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

48 / 48 papers shown

Title
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
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
Data Poisoning in Deep Learning: A Survey Pinlong Zhao Weiyao Zhu Pengfei Jiao Di Gao Ou Wu AAML 39 0 0 27 Mar 2025
SPADE: Systematic Prompt Framework for Automated Dialogue Expansion in Machine-Generated Text Detection Haoyi Li Angela Yifei Yuan Soyeon Caren Han Christopher Leckie 50 0 0 19 Mar 2025
CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings Daniil Orel Dilshod Azizov Preslav Nakov DeLMO 50 0 0 17 Mar 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 42 1 0 21 Feb 2025
ExaGPT: Example-Based Machine-Generated Text Detection for Human Interpretability Ryuto Koike Masahiro Kaneko Ayana Niwa Preslav Nakov Naoaki Okazaki DeLMO 67 0 0 17 Feb 2025
Continuous Concepts Removal in Text-to-image Diffusion Models Tingxu Han Weisong Sun Yanrong Hu Chunrong Fang Yonglong Zhang Shiqing Ma Tao Zheng Zhenyu Chen Zhenting Wang DiffM 112 2 0 30 Nov 2024
CoA: Chain-of-Action for Generative Semantic Labels Meng Wei Zhongnian Li Peng Ying Xinzheng Xu VLM 74 0 0 26 Nov 2024
Robust Detection of LLM-Generated Text: A Comparative Analysis Yongye Su Yuqing Wu DeLMO 42 0 0 09 Nov 2024
GigaCheck: Detecting LLM-generated Content Irina Tolstykh Aleksandra Tsybina Sergey Yakubson Aleksandr Gordeev Vladimir Dokholyan Maksim Kuprashevich DeLMO 39 1 0 31 Oct 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 47 5 0 28 Oct 2024
RKadiyala at SemEval-2024 Task 8: Black-Box Word-Level Text Boundary Detection in Partially Machine Generated Texts Ram Mohan Rao Kadiyala DeLMO 18 2 0 22 Oct 2024
Which LLMs are Difficult to Detect? A Detailed Analysis of Potential Factors Contributing to Difficulties in LLM Text Detection Shantanu Thorat Tianbao Yang DeLMO 28 0 0 18 Oct 2024
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework Zhen Tao Zhiyu Li Runyu Chen Dinghao Xi Wei Xu DeLMO 26 1 0 18 Oct 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 75 1 0 18 Oct 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 22 7 0 20 Sep 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection Mervat Abassy Kareem Elozeiri Alexander Aziz Minh Ngoc Ta Raj Vardhan Tomar ... Alham Fikri Aji Artem Shelmanov Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 50 11 0 08 Aug 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
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 76 7 0 21 Jun 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification Letian Peng Yi Gu Chengyu Dong Zihan Wang Jingbo Shang 32 0 0 17 Jun 2024
Exploring the Limitations of Detecting Machine-Generated Text Jad Doughman Osama Mohammed Afzal Hawau Olamide Toyin Shady Shehata Preslav Nakov Zeerak Talat DeLMO 126 2 0 16 Jun 2024
OR-Bench: An Over-Refusal Benchmark for Large Language Models Justin Cui Wei-Lin Chiang Ion Stoica Cho-Jui Hsieh ALM 38 33 0 31 May 2024
Your Large Language Models Are Leaving Fingerprints Hope McGovern Rickard Stureborg Yoshi Suhara Dimitris Alikaniotis DeLMO 49 11 0 22 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 57 5 0 21 May 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts Anastasia Voznyuk Vasily Konovalov DeLMO 28 4 0 17 May 2024
Vietnamese AI Generated Text Detection Quang-Dan Tran Van-Quan Nguyen Quang-Huy Pham K. B. T. Nguyen Trong-Hop Do DeLMO 30 1 0 06 May 2024
SemEval-2024 Task 8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Chenxi Whitehouse Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 30 41 0 22 Apr 2024
MAiDE-up: Multilingual Deception Detection of GPT-generated Hotel Reviews Oana Ignat Xiaomeng Xu Rada Mihalcea DeLMO 32 6 0 19 Apr 2024
The Impact of Prompts on Zero-Shot Detection of AI-Generated Text Kaito Taguchi Yujie Gu Kouichi Sakurai AAML DeLMO 32 6 0 29 Mar 2024
A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish Masahiro Kaneko Timothy Baldwin PILM 28 3 0 24 Mar 2024
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights Zijie Zeng Shiqi Liu Lele Sha Zhuang Li Kaixun Yang Sannyuya Liu Dragan Gavsević Guanliang Chen DeLMO 42 0 0 06 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
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
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection Yuxia Wang Jonibek Mansurov Petar Ivanov Jinyan Su Artem Shelmanov ... Thomas Arnold Alham Fikri Aji Nizar Habash Iryna Gurevych Preslav Nakov DeLMO 28 31 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 32 8 0 16 Feb 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 86 57 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 M. Bieliková DeLMO 37 17 0 15 Jan 2024
Towards Optimal Statistical Watermarking Baihe Huang Hanlin Zhu Banghua Zhu Kannan Ramchandran Michael I. Jordan Jason D. Lee Jiantao Jiao WaLM 31 11 0 13 Dec 2023
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text Muhammad Farid Adilazuarda DeLMO 24 0 0 21 Nov 2023
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 19 6 0 14 Nov 2023
SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks Mengsay Loem Masahiro Kaneko Naoaki Okazaki LRM 19 5 0 14 Nov 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 24 23 0 23 Oct 2023
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles Adaku Uchendu Thai Le Dongwon Lee DeLMO 24 3 0 22 Sep 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 31 15 0 29 Jul 2023
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense Kalpesh Krishna Yixiao Song Marzena Karpinska John Wieting Mohit Iyyer DeLMO 21 294 0 23 Mar 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021