Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources

30 November 2021

Sahar Abdelnabi

Mario Fritz

Papers citing "Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources"

43 / 43 papers shown

Title
Latent Multimodal Reconstruction for Misinformation Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 34 0 0 08 Apr 2025
Could AI Trace and Explain the Origins of AI-Generated Images and Text? Hongchao Fang Yixin Liu R. Xu Can Qin Y. Liu Feng Liu Lichao Sun Dongwon Lee Lifu Huang Wenpeng Yin DeLMO 62 0 0 05 Apr 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi W. Hsu M. Lee 39 0 0 24 Jan 2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts Tobias Braun Mark Rothermel Marcus Rohrbach Anna Rohrbach 83 1 0 13 Dec 2024
LLM-Consensus: Multi-Agent Debate for Visual Misinformation Detection Kumud Lakara Juil Sock Christian Rupprecht Philip H. S. Torr John Collomosse Christian Schroeder de Witt Christian Schroeder de Witt 25 2 0 26 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Divya J. Bajpai M. Hanawal 31 0 0 06 Oct 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs Fengzhu Zeng Wenqian Li Wei Gao Yan Pang 40 2 0 29 Sep 2024
"Image, Tell me your story!" Predicting the original meta-context of visual misinformation Jonathan Tonglet Marie-Francine Moens Iryna Gurevych 40 1 0 19 Aug 2024
PIXELMOD: Improving Soft Moderation of Visual Misleading Information on Twitter Pujan Paudel Chen Ling Jeremy Blackburn Gianluca Stringhini 26 0 0 30 Jul 2024
Similarity over Factuality: Are we making progress on multimodal out-of-context misinformation detection? Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 43 4 0 18 Jul 2024
Search, Examine and Early-Termination: Fake News Detection with Annotation-Free Evidences Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Xinpeng Zhang 47 1 0 10 Jul 2024
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu Zekun Li Peipei Li Shuhan Xia Xing Cui Linzhi Huang Huaibo Huang Weihong Deng Zhaofeng He 36 12 0 13 Jun 2024
Learning Domain-Invariant Features for Out-of-Context News Detection Yimeng Gu Mengqi Zhang Ignacio Castro Shu Wu Gareth Tyson 35 2 0 11 Jun 2024
Interpretable Multimodal Out-of-context Detection with Soft Logic Regularization Huanhuan Ma Jinghao Zhang Qiang Liu Shu Wu Liang Wang 33 1 0 07 Jun 2024
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking Zacharias Chrysidis Stefanos-Iordanis Papadopoulos Symeon Papadopoulos P. Petrantonakis 31 8 0 29 Apr 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
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection Yan Ju Chengzhe Sun Shan Jia Shuwei Hou Zhaofeng Si Soumyya Kanti Datta Lipeng Ke Riky Zhou Anita Nikolich Siwei Lyu 26 3 0 19 Apr 2024
SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection Peng Qi Zehong Yan W. Hsu M. Lee MLLM 56 32 0 05 Mar 2024
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish R. Çekinel Pinar Senkul Çağrı Çöltekin 27 1 0 01 Mar 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability Yejun Yoon Seunghyun Yoon Kunwoo Park 21 0 0 17 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
Leveraging Chat-Based Large Vision Language Models for Multimodal Out-Of-Context Detection Fatma Shalabi Hichem Felouat H. Nguyen Isao Echizen MLLM 23 3 0 22 Jan 2024
Fact-checking based fake news detection: a review Yuzhou Yang Yangming Zhou Qichao Ying Zhenxing Qian Dan Zeng Liang Liu EgoV 50 0 0 03 Jan 2024
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
RED-DOT: Multimodal Fact-checking via Relevant Evidence Detection Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 24 9 0 16 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
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 8 22 0 25 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 26 8 0 18 Sep 2023
Knowledge-Enhanced Hierarchical Information Correlation Learning for Multi-Modal Rumor Detection Jiawei Liu Jingyi Xie Fanrui Zhang Qiang Zhang Zhengjun Zha 14 1 0 28 Jun 2023
Multimodal Automated Fact-Checking: A Survey Mubashara Akhtar M. Schlichtkrull Zhijiang Guo O. Cocarascu Elena Simperl Andreas Vlachos 26 32 0 22 May 2023
FACTIFY3M: A Benchmark for Multimodal Fact Verification with Explainability through 5W Question-Answering Megha Chakraborty Khusbu Pahwa Anku Rani Shreyas Chatterjee Dwip Dalal ... Shreyash Mishra K. Sensharma Aman Chadha Amit P. Sheth Amitava Das DiffM 21 7 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 24 6 0 21 May 2023
Interpretable Multimodal Misinformation Detection with Logic Reasoning Hui Liu Wenya Wang Haoliang Li 33 22 0 10 May 2023
VERITE: A Robust Benchmark for Multimodal Misinformation Detection Accounting for Unimodal Bias Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 72 19 0 27 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 27 57 0 05 Apr 2023
Multi-modal Fake News Detection on Social Media via Multi-grained Information Fusion Yangming Zhou Yuzhou Yang Qichao Ying Zhenxing Qian Xinpeng Zhang 16 37 0 03 Apr 2023
Synthetic Misinformers: Generating and Combating Multimodal Misinformation Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos P. Petrantonakis 56 12 0 02 Mar 2023
Combating Online Misinformation Videos: Characterization, Detection, and Future Directions Yuyan Bu Qiang Sheng Juan Cao Peng Qi Danding Wang Jintao Li 14 13 0 07 Feb 2023
Multiverse: Multilingual Evidence for Fake News Detection Daryna Dementieva Mikhail Kuimov Alexander Panchenko 27 4 0 25 Nov 2022
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation Max Glockner Yufang Hou Iryna Gurevych OffRL 21 38 0 25 Oct 2022
Bootstrapping Multi-view Representations for Fake News Detection Qichao Ying Xiaoxiao Hu Yangming Zhou Zhenxing Qian Dan Zeng Shiming Ge 19 45 0 12 Jun 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 33 78 0 25 May 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,576 0 03 Sep 2019