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

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

23 May 2023
Jinyan Su
Terry Yue Zhuo
Di Wang
Preslav Nakov
    DeLMO
ArXivPDFHTML

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
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
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
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
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
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
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
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
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
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
47
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
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
95
1
0
26 Feb 2025
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
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
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
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
122
2
0
07 Feb 2025
Adversarial Attacks on AI-Generated Text Detection Models: A Token Probability-Based Approach Using Embeddings
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
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
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
82
1
0
11 Dec 2024
Beemo: Benchmark of Expert-edited Machine-generated Outputs
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
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
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
55
2
0
31 Oct 2024
Online Detecting LLM-Generated Texts via Sequential Hypothesis Testing by Betting
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
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
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
44
4
0
18 Oct 2024
FreqMark: Frequency-Based Watermark for Sentence-Level Detection of
  LLM-Generated Text
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
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
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
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
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
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
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?
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
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
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
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
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
24
7
0
26 Jun 2024
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated
  Text Detection
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
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods
Kathleen C. Fraser
Hillary Dawkins
S. Kiritchenko
DeLMO
76
7
0
21 Jun 2024
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection
  of Social-Media Texts
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
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
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
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors
Ying Zhou
Ben He
Le Sun
DeLMO
34
1
0
13 Jun 2024
Improving Logits-based Detector without Logits from Black-box LLMs
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
62
1
0
07 Jun 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations
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
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
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
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?
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
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
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