DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text

23 May 2023

Papers citing "DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text"

50 / 83 papers shown

Title
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 43 0 0 08 May 2025
Tracing Thought: Using Chain-of-Thought Reasoning to Identify the LLM Behind AI-Generated Text Shifali Agrahari Sanasam Ranbir Singh DeLMO LRM 45 0 0 23 Apr 2025
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
Understanding the Repeat Curse in Large Language Models from a Feature Perspective Junchi Yao Shu Yang Jianhua Xu Lijie Hu Mengdi Li Di Wang 22 0 0 19 Apr 2025
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution Lucio La Cava Andrea Tagarelli DeLMO VLM 61 0 0 15 Apr 2025
Characterizing LLM-driven Social Network: The Chirper.ai Case Yiming Zhu Yupeng He Ehsan-ul Haq Gareth Tyson Pan Hui LLMAG 44 1 0 14 Apr 2025
A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content Lele Cao DeLMO 47 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
TempTest: Local Normalization Distortion and the Detection of Machine-generated Text Tom Kempton Stuart Burrell Connor Cheverall DeLMO 111 0 0 26 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
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text Guangsheng Bao Lihua Rong Yanbin Zhao Qiji Zhou Yue Zhang 38 0 0 01 Mar 2025
Is Your Paper Being Reviewed by an LLM? A New Benchmark Dataset and Approach for Detecting AI Text in Peer Review Sungduk Yu Man Luo Avinash Madusu Vasudev Lal Phillip Howard DeLMO 100 1 0 26 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
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
Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Yueying Zou Peipei Li Zekun Li Huaibo Huang Xing Cui Xuannan Liu Chenghanyu Zhang Ran He DeLMO 125 2 0 07 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
FDLLM: A Text Fingerprint Detection Method for LLMs in Multi-Language, Multi-Domain Black-Box Environments Zhiyuan Fu Junfan Chen Hongyu Sun Ting Yang Ruidong Li Yuqing Zhang 47 0 0 28 Jan 2025
Using Machine Learning to Distinguish Human-written from Machine-generated Creative Fiction Andrea Cristina McGlinchey Peter J Barclay DeLMO 78 0 0 15 Dec 2024
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection Jiaqi Chen Xiaoye Zhu Tianyang Liu Y. Chen Xinhui Chen ... Lei Zhang Chenyu Yan Guanghao Mei Jie M. Zhang L. Zhang DeLMO 84 1 0 11 Dec 2024
Beemo: Benchmark of Expert-edited Machine-generated Outputs Ekaterina Artemova Jason Samuel Lucas Saranya Venkatraman Jooyoung Lee Sergei Tilga Adaku Uchendu Vladislav Mikhailov DeLMO MoE 66 4 0 06 Nov 2024
GigaCheck: Detecting LLM-generated Content Irina Tolstykh Aleksandra Tsybina Sergey Yakubson Aleksandr Gordeev Vladimir Dokholyan Maksim Kuprashevich DeLMO 42 1 0 31 Oct 2024
DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios Junchao Wu Runzhe Zhan Derek F. Wong Shu Yang Xinyi Yang Yulin Yuan Lidia S. Chao DeLMO 58 2 0 31 Oct 2024
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting Can Chen Jun-Kun Wang DeLMO 42 0 0 29 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
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement Zihao Cheng Li Zhou Feng Jiang Benyou Wang Hao Li DeLMO 47 4 0 18 Oct 2024
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of LLM-Generated Text Zhenyu Xu Anton van den Hengel Victor S. Sheng WaLM 46 2 0 09 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 21 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
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 40 2 0 25 Sep 2024
Zero-Shot Detection of AI-Generated Images D. Cozzolino Giovanni Poggi Matthias Nießner L. Verdoliva 47 11 0 24 Sep 2024
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language Muhammad Asif Ali Nawal Daftardar Mutayyaba Waheed Jianbin Qin Di Wang KELM 34 1 0 18 Sep 2024
Learning to Rewrite: Generalized LLM-Generated Text Detection Wei Hao Ran Li Weiliang Zhao Junfeng Yang Chengzhi Mao DeLMO 54 3 0 08 Aug 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 34 1 0 25 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
ConvNLP: Image-based AI Text Detection S. Jambunathan Ashwath Shankarnarayan Parijat Dube DeLMO 41 0 0 09 Jul 2024
Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood Yang Xu Yu Wang Hao An Zhichen Liu Yongyuan Li 36 4 0 28 Jun 2024
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated Jiazhou Ji Ruizhe Li Shujun Li Jie Guo Weidong Qiu Zheng Huang Chiyu Chen Xiaoyu Jiang Xinru Lu DeLMO 26 7 0 26 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
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 79 7 0 21 Jun 2024
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts Dominik Macko Jakub Kopal Robert Moro Ivan Srba DeLMO 41 2 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 41 7 0 17 Jun 2024
SCAR: Efficient Instruction-Tuning for Large Language Models via Style Consistency-Aware Response Ranking Zhuang Li Yuncheng Hua Thuy-Trang Vu Haolan Zhan Lizhen Qu Gholamreza Haffari 54 2 0 16 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
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 40 0 0 27 May 2024
Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting Tong Ye Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji Wenhai Wang DeLMO 49 6 0 25 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 38 4 0 07 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
PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? Kseniia Petukhova Roman Kazakov Ekaterina Kochmar DeLMO 18 2 0 08 Apr 2024
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack Ying Zhou Xianpei Han Le Sun DeLMO AAML 30 8 0 02 Apr 2024