Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective

19 October 2022

Papers citing "Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective"

31 / 31 papers shown

Title
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 45 0 0 28 Jan 2025
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 64 4 0 06 Nov 2024
Generative AI Policies under the Microscope: How CS Conferences Are Navigating the New Frontier in Scholarly Writing Mahjabin Nahar Sian Lee Becky Guillen Dongwon Lee 25 1 0 15 Oct 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 29 0 0 25 Jul 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 68 7 0 21 Jun 2024
Keep It Private: Unsupervised Privatization of Online Text Calvin Bao Marine Carpuat DeLMO 21 2 0 16 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 21 41 0 22 Apr 2024
Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Silvia Corbara Alejandro Moreo AAML 27 0 0 17 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 29 10 0 02 Mar 2024
Deep Learning Detection Method for Large Language Models-Generated Scientific Content Bushra Alhijawi Rawan Jarrar Aseel AbuAlRub Arwa Bader DeLMO 14 5 0 27 Feb 2024
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection Michal Spiegel Dominik Macko DeLMO 51 7 0 21 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 22 1 0 13 Feb 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 23 17 0 15 Jan 2024
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Robert Moro Ivan Srba Adaku Uchendu Thai V. Le Dongwon Lee DeLMO 29 16 0 14 Nov 2023
AI-generated text boundary detection with RoFT Laida Kushnareva T. Gaintseva German Magai S. Barannikov Dmitry Abulkhanov Kristian Kuznetsov Eduard Tulchinskii Irina Piontkovskaya Sergey I. Nikolenko DeLMO 15 4 0 14 Nov 2023
UID as a Guiding Metric for Automated Authorship Obfuscation Nicholas Abegg DeLMO 13 1 0 05 Nov 2023
Stacking the Odds: Transformer-Based Ensemble for AI-Generated Text Detection Duke Nguyen Khaing Myat Noe Naing Aditya Joshi 8 5 0 29 Oct 2023
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis Nafis Irtiza Tripto Adaku Uchendu Thai V. Le Mattia Setzu F. Giannotti Dongwon Lee DeLMO 15 5 0 25 Oct 2023
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification Chia-Yu Hung Zhiqiang Hu Yujia Hu Roy Ka-wei Lee 20 12 0 12 Oct 2023
GPT-who: An Information Density-based Machine-Generated Text Detector Saranya Venkatraman Adaku Uchendu Dongwon Lee DeLMO 24 33 0 09 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 27 157 0 25 Sep 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
Neural Authorship Attribution: Stylometric Analysis on Large Language Models Tharindu Kumarage Huan Liu DeLMO 13 2 0 14 Aug 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 20 30 0 03 Apr 2023
Algorithmic Ghost in the Research Shell: Large Language Models and Academic Knowledge Creation in Management Research Nigel Williams S. Ivanov Dimitrios Buhalis KELM 38 7 0 10 Mar 2023
UPTON: Preventing Authorship Leakage from Public Text Release via Data Poisoning Ziyao Wang Thai Le Dongwon Lee 14 1 0 17 Nov 2022
On the State of the Art in Authorship Attribution and Authorship Verification Jacob Tyo Bhuwan Dhingra Zachary Chase Lipton 27 22 0 14 Sep 2022
SynSciPass: detecting appropriate uses of scientific text generation Domenic Rosati DeLMO 51 17 0 07 Sep 2022
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 31 48 0 10 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 245 1,977 0 31 Dec 2020