Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News

16 September 2020

Papers citing "Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News"

39 / 39 papers shown

Title
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
Detecting Misinformation in Multimedia Content through Cross-Modal Entity Consistency: A Dual Learning Approach Zhe Fu Kanlun Wang Wangjiaxuan Xin Lina Zhou Shi Chen Yaorong Ge Daniel Janies Dongsong Zhang 27 9 0 16 Aug 2024
Multimodal Misinformation Detection using Large Vision-Language Models Sahar Tahmasebi Eric Müller-Budack Ralph Ewerth 37 4 0 19 Jul 2024
Exposing Text-Image Inconsistency Using Diffusion Models Mingzhen Huang Shan Jia Zhou Zhou Yan Ju Jialing Cai Siwei Lyu 33 6 0 28 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 62 7 0 25 Apr 2024
Machine-Generated Text Localization Zhongping Zhang Wenda Qin Bryan A. Plummer DeLMO 29 4 0 19 Feb 2024
Image-Text Out-Of-Context Detection Using Synthetic Multimodal Misinformation Fatma Shalabi H. Nguyen Hichem Felouat Ching-Chun Chang Isao Echizen 27 5 0 29 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 X. Li Luisa Verdoliva Shu Hu 75 56 0 22 Jan 2024
On the Learnability of Watermarks for Language Models Chenchen Gu Xiang Lisa Li Percy Liang Tatsunori Hashimoto WaLM 55 31 0 07 Dec 2023
Robust Domain Misinformation Detection via Multi-modal Feature Alignment Hui Liu Wenya Wang Hao Sun Anderson de Rezende Rocha Haoliang Li 36 11 0 24 Nov 2023
Support or Refute: Analyzing the Stance of Evidence to Detect Out-of-Context Mis- and Disinformation Xin Yuan Jie Guo Weidong Qiu Zheng Huang Shujun Li 35 13 0 03 Nov 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 157 0 25 Sep 2023
Unbiased Watermark for Large Language Models Zhengmian Hu Lichang Chen Xidong Wu Yihan Wu Hongyang R. Zhang Heng-Chiao Huang WaLM 22 45 0 22 Sep 2023
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection Amrita Bhattacharjee Tharindu Kumarage Raha Moraffah Huan Liu DeLMO 14 45 0 07 Sep 2023
Studying the impacts of pre-training using ChatGPT-generated text on downstream tasks Sarthak Anand 11 0 0 02 Sep 2023
Fighting Fire with Fire: Can ChatGPT Detect AI-generated Text? Amrita Bhattacharjee Huang Liu DeLMO 9 57 0 02 Aug 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 36 158 0 02 Jun 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar M. Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 21 32 0 22 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 17 11 0 25 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 25 31 0 03 Apr 2023
COVID-VTS: Fact Extraction and Verification on Short Video Platforms Fuxiao Liu Yaser Yacoob Abhinav Shrivastava 12 27 0 15 Feb 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 11 457 0 24 Jan 2023
Predictive linguistic cues for fake news: a societal artificial intelligence problem Sandhya Aneja Nagender Aneja Ponnurangam Kumaraguru 12 3 0 26 Nov 2022
Attribution and Obfuscation of Neural Text Authorship: A Data Mining Perspective Adaku Uchendu Thai Le Dongwon Lee DeLMO 19 40 0 19 Oct 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures Nannan Li Kevin J. Shih Bryan A. Plummer 27 7 0 04 Oct 2022
Synthetic Text Detection: Systemic Literature Review Jesus Guerrero I. Alsmadi DeLMO 19 6 0 01 Oct 2022
Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification Systems Sahar Abdelnabi Mario Fritz AAML 192 5 0 07 Sep 2022
NewsStories: Illustrating articles with visual summaries Reuben Tan Bryan A. Plummer Kate Saenko J. P. Lewis Avneesh Sud Thomas Leung VLM SSL 24 5 0 26 Jul 2022
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation Jingnong Qu Liunian Harold Li Jieyu Zhao Sunipa Dev Kai-Wei Chang 8 12 0 25 May 2022
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and Models Barry Menglong Yao Aditya Shah Lichao Sun Jin-Hee Cho Lifu Huang MLLM LRM 28 78 0 25 May 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 42 25 0 26 Apr 2022
Misinformation Detection in Social Media Video Posts Kehan Wang David M. Chan Seth Z. Zhao John F. Canny A. Zakhor 20 7 0 15 Feb 2022
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval Zhongping Zhang Yiwen Gu Bryan A. Plummer 34 2 0 11 Dec 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 16 74 0 30 Nov 2021
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts S. McCrae Kehan Wang A. Zakhor 21 15 0 26 May 2021
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media Grace Luo Trevor Darrell Anna Rohrbach 6 84 0 13 Apr 2021
A Survey on Multimodal Disinformation Detection Firoj Alam S. Cresci Tanmoy Chakraborty Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov 11 98 0 13 Mar 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 56 48 0 15 Jan 2021
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 11 228 0 02 Nov 2020