IPAD: Inverse Prompt for AI Detection -- A Robust and Explainable LLM-Generated Text Detector

21 February 2025

Papers citing "IPAD: Inverse Prompt for AI Detection -- A Robust and Explainable LLM-Generated Text Detector"

29 / 29 papers shown

Title
Extracting Prompts by Inverting LLM Outputs Collin Zhang John X. Morris Vitaly Shmatikov 66 22 0 23 May 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Yaowei Zheng Richong Zhang Junhao Zhang Yanhan Ye Zheyan Luo Zhangchi Feng Yongqiang Ma 155 553 0 20 Mar 2024
Stealing Part of a Production Language Model Nicholas Carlini Daniel Paleka Krishnamurthy Dvijotham Thomas Steinke Jonathan Hayase ... Arthur Conmy Itay Yona Eric Wallace David Rolnick Florian Tramèr MLAU AAML 58 85 0 11 Mar 2024
Raidar: geneRative AI Detection viA Rewriting Chengzhi Mao Carl Vondrick Hao Wang Junfeng Yang DeLMO 86 31 0 23 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 181 64 0 22 Jan 2024
OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples Ryuto Koike Masahiro Kaneko Naoaki Okazaki DeLMO 78 85 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 78 24 0 21 Jul 2023
Effective Prompt Extraction from Language Models Yiming Zhang Nicholas Carlini Daphne Ippolito MIACV SILM 94 43 0 13 Jul 2023
Testing of Detection Tools for AI-Generated Text Debora Weber-Wulff Alla Anohina-Naumeca Sonja Bjelobaba T. Foltýnek J. Guerrero-Dib Olumide Popoola Petr Sigut Lorna Waddington DeLMO 80 225 0 21 Jun 2023
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text Xianjun Yang Wei Cheng Yue Wu Linda R. Petzold William Yang Wang Haifeng Chen DeLMO 95 97 0 27 May 2023
Model evaluation for extreme risks Toby Shevlane Sebastian Farquhar Ben Garfinkel Mary Phuong Jess Whittlestone ... Vijay Bolina Jack Clark Yoshua Bengio Paul Christiano Allan Dafoe ELM 117 165 0 24 May 2023
MAGE: Machine-generated Text Detection in the Wild Yafu Li Qintong Li Leyang Cui Wei Bi Zhilin Wang Longyue Wang Linyi Yang Shuming Shi Yue Zhang DeLMO 91 57 0 22 May 2023
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection Xiao Yu Yuang Qi Kejiang Chen Guoqiang Chen Xi Yang Pengyuan Zhu Xiuwei Shang Weiming Zhang Neng H. Yu DeLMO 59 11 0 21 May 2023
CHEAT: A Large-scale Dataset for Detecting ChatGPT-writtEn AbsTracts Peipeng Yu Jiahan Chen Xuan Feng Zhihua Xia 146 45 0 24 Apr 2023
Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts? Adaku Uchendu Jooyoung Lee Hua Shen Thai Le Ting-Hao 'Kenneth' Huang Dongwon Lee DeLMO 96 34 0 03 Apr 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 108 629 0 26 Jan 2023
Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text Liam Dugan Daphne Ippolito Arun Kirubarajan Sherry Shi Chris Callison-Burch DeLMO 103 74 0 24 Dec 2022
Watermarking Pre-trained Language Models with Backdooring Chenxi Gu Chengsong Huang Xiaoqing Zheng Kai-Wei Chang Cho-Jui Hsieh WaLM 46 47 0 14 Oct 2022
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 888 13,207 0 04 Mar 2022
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 251 3,789 0 03 Sep 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang Xinming Zhang Wenke Lee Yuval Elovici Battista Biggio 86 84 0 30 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 131 849 0 22 Jun 2021
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,316 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,557 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 158 1,684 0 27 Aug 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 183 1,628 0 13 May 2018
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 270 6,135 0 04 Sep 2015