Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation

24 October 2023

Papers citing "Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation"

34 / 34 papers shown

Title
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection Mingqing Zhang Qiang Liu Xiang Tao Shu Wu Liang Wang 17 0 0 07 Apr 2025
Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation Dominik Macko Aashish Anantha Ramakrishnan Jason Samuel Lucas Robert Moro Ivan Srba Adaku Uchendu Dongwon Lee DeLMO 57 0 0 29 Mar 2025
Increasing the Robustness of the Fine-tuned Multilingual Machine-Generated Text Detectors Dominik Macko Robert Moro Ivan Srba DeLMO 66 1 0 19 Mar 2025
An Empirical Analysis of LLMs for Countering Misinformation A. Proma Neeley Pate James Druckman Gourab Ghoshal Hangfeng He Ehsan Hoque 36 0 0 28 Feb 2025
Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Ali Al-Lawati Jason Lucas Prasenjit Mitra LMTD 43 0 0 06 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 66 4 0 06 Nov 2024
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs Herun Wan Minnan Luo Zhixiong Su Guang Dai Xiang Zhao DeLMO 27 0 0 16 Oct 2024
MegaFake: A Theory-Driven Dataset of Fake News Generated by Large Language Models Lionel Z. Wang Yiming Ma Renfei Gao Beichen Guo Han Zhu Wenqi Fan Zexin Lu Ka Chung Ng SyDa 23 2 0 19 Aug 2024
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses Dongxu Zhang Varun Gangal B. Lattimer Yi Yang 27 6 0 07 Jul 2024
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs Ekaterina Taktasheva Maxim Bazhukov Kirill Koncha Alena Fenogenova Ekaterina Artemova Vladislav Mikhailov 21 9 0 27 Jun 2024
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods Kathleen C. Fraser Hillary Dawkins S. Kiritchenko DeLMO 71 7 0 21 Jun 2024
UBENCH: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions Xunzhi Wang Zhuowei Zhang Qiongyu Li Gaonan Chen Mengting Hu Zhiyu li Bitong Luo Hang Gao Zhixin Han Haotian Wang ELM 37 3 0 18 Jun 2024
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts Dominik Macko Jakub Kopal Robert Moro Ivan Srba DeLMO 36 2 0 18 Jun 2024
Let Silence Speak: Enhancing Fake News Detection with Generated Comments from Large Language Models Qiong Nan Qiang Sheng Juan Cao Beizhe Hu Danding Wang Jintao Li 30 8 0 26 May 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 58 19 0 14 May 2024
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models Souvik Das Lifeng Jin Linfeng Song Haitao Mi Baolin Peng Dong Yu HILM 40 2 0 14 Apr 2024
Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations Mahjabin Nahar Haeseung Seo Eun-Ju Lee Aiping Xiong Dongwon Lee HILM 29 10 0 04 Apr 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
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 68 27 0 16 Feb 2024
Lying Blindly: Bypassing ChatGPT's Safeguards to Generate Hard-to-Detect Disinformation Claims at Scale Freddy Heppell M. Bakir Kalina Bontcheva DeLMO 27 1 0 13 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 14 14 0 01 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 29 17 0 15 Jan 2024
Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models Matthew Dahl Varun Magesh Mirac Suzgun Daniel E. Ho HILM AILaw 25 71 0 02 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 35 16 0 14 Nov 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 15 54 0 16 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
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 111 11 0 03 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 254 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,638 0 16 Mar 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,584 0 21 Jan 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,283 0 25 Aug 2014