Fake News Detection

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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. RAEGNet: Relation-Aware Evidence Graph Network for Harm-Aware Multimodal Fake News Detection

    Sep 29, 2026Wenbin Shen, Guoxuan Qin, Guangxu Yao +4Fake News DetectionMultimodal Graph Learning

    Nanjing University of Science and Technology · Zhejiang University · University of Chinese Academy of Sciences

  2. Rethinking Multimodal Fake News Detection in the Generative AI Era

    Sep 29, 2026Wenbin Shen, Guoxuan Qin, Guangxu Yao +3Social Media AnalysisFake News Detection

    Nanjing University of Science and Technology, Nanjing, China · University of Chinese Academy of Sciences, Beijing, China

  3. VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation

    Sep 28, 2026Hanxun Huang, Yutao Wu, Qizhou Wang +9LLM EvaluationFake News Detection

    The University of Melbourne · Deakin University · Singapore Management University +3

  4. Reasoning through Evolution: Automatic Meta-path Discovery for LLM-based Fake News Detection

    Sep 16, 2026Ziyi Zhou, Xiaoming Zhang, Hui Pang +5Fake News DetectionLLM Reasoning with Graphs

    Beihang University Beijing, China · Chinese Academy of Sciences Beijing, China · Beijing University of Posts and Telecommunications Beijing, China +2

  5. SWARM: A Multilingual Human-Annotated Dataset for Russian Propaganda Detection in Search Engine Results

    Sep 14, 2026Manuel Tonneau, Abhinav Dubey, Farhan Shaikh +8Fake News DetectionText Classification

    Weizenbaum Institute · University of Oxford · University of Bern

  6. Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence

    Sep 14, 2026Yifeng Luo, Yupeng Li, Ming Tang +2Fake News DetectionAutomated Fact-Checking

    Department of Interactive Media; Hong Kong Baptist University · AI and Social Good Lab, AI Media Centre; Hong Kong Baptist University · Department of Computer Science and Engineering, Southern University of Science and Technology +1

  7. A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation

    Aug 31, 2026Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun AjaoFake News DetectionAutomated Fact-Checking

    Department Of Computing And Mathematics, Manchester Metropolitan University, Manchester, UK

  8. From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos

    Aug 7, 2026Yifeng Luo, Yupeng Li, Liang Lan +1Fake News DetectionText-to-Video Generation

    Department of Interactive Media Hong Kong Baptist University AI and Social Good Lab, AI Media Centre Hong Kong Baptist University Hong Kong, China · Department of Interactive Media Hong Kong Baptist University AI Media Centre Hong Kong Baptist University Hong Kong, China · Institute of Artificial Intelligence and Future Networks Beijing Normal University Zhuhai, China

  9. Latent Fact-Checking: Detecting Misinformation through Activation Engineering

    Aug 5, 2026Pedro T. Barcelos, Otávio Parraga, Marcelo M. Mussi +3Fake News DetectionAutomated Fact-Checking

    MALTA, Machine Learning Theory and Applications Lab, PUCRS, Porto Alegre, Brazil · Kunumi Institute, Brazil

  10. Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection

    Aug 4, 2026Razieh Chalehchaleh, Reza Farahbakhsh, Noel CrespiGender Bias in Language ModelsFake News Detection

    SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, 91120 Palaiseau, France

  11. Network Information Enhances Unreliable News Domain Detection

    Aug 3, 2026Raphaela Keßler, Roman David Ventzke, Viola Priesemann +1Graph Neural NetworksFake News Detection

    University of Konstanz, Germany · MPI for Dynamics and Self-Organization, Germany · University of Göttingen, Germany +2

  12. An Evidence-Grounded Retrieval-Augmented Transformer Framework for Health Misinformation Verification

    Aug 3, 2026Isah M. Bukar, Bala Mairiga Abduljalil, Bashir Saleh Maina +1Retrieval-Augmented GenerationFake News Detection

    Department of Computer Science, Yobe State University, Damaturu, Nigeria · Yobe AI Research Laboratory (YAIR Lab), Yobe State University, Damaturu, Nigeria · Center for AI & Big Data, Novosibirsk State University, Novosibirsk, Russian Federation +1

  13. MRAFnd: Multimodal Retrieval-Augmented Framework for Zero-Shot Fake News Detection

    Aug 2, 2026Lehan Zhang, Yinlei Cheng, Shiqi Hu Yiheng Zhou +2Social Media AnalysisFake News Detection

    Beijing Institute of Fashion Technology, Beijing, China · Shenyang University of Technology, Shenyang, China

  14. HyperClaim: Fine-Grained Cross-Modal Hypergraph Reasoning for Video Misinformation Detection

    Jul 30, 2026Xiangbo Wang, Jiasheng Zhang, Xingtong Yu +2Fake News DetectionAutomated Fact-Checking

    School of Communication Engineering, Hangzhou Dianzi University · School of Computer Science and Technology, Xidian University · School of Computing and Information Systems, Singapore Management University +1

  15. Where Detectors Fail: Closing the Tail-Domain Gap with Expert-Guided Mutual Distillation

    Jul 29, 2026Xuan Feng, Guihong Liu, Tianlong Gu +5Fake News DetectionDomain Generalization

    1Jinan University · 2Guilin University of Electronic Technology · 3Nanyang Technological University +1

  16. Beyond Binary Detection: A Multi-Dimensional Taxonomy of Cancer Misinformation on Reddit

    Jul 14, 2026Aria Pessianzadeh, Pooriya Jamie, Naima Sultana +6Fake News DetectionOncology

    Drexel University · UCLA

  17. Large Language Models in Misinformation Ecosystems: Misuse, Defense, and Vulnerability

    Jul 11, 2026Lingwei Wei, Dou Hu, Wei Zhou +2Fake News DetectionAdversarial Attacks on LLMs

    Institute of Information Engineering, Chinese Academy of Sciences, China · University of Illinois Chicago, USA · State Key Laboratory of Media Convergence and Communication, Communication University of China, China +1

  18. Echoes of Unrest: A Multimodal NLP Framework for Early Warning of Fake News and Violence-Driven Mob Activity

    Jul 2, 2026Md. Maruf Bangabashi, Tahmid Hasan, Golam Mahmud +3Social Media AnalysisFake News Detection

  19. Multi-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation Threats

    Jun 29, 2026Sebastian Kula, Martin TamajkaMulti-Agent LLM SystemsFake News Detection

    Kempelen Institute of Intelligent Technologies, Bratislava, Slovakia · West Pomeranian University of Technology in Szczecin, Szczecin, Poland

  20. An End-to-End Hybrid Framework for Rumour Detection in Low-Resources Algerian Dialect

    Jun 11, 2026Dihia Lanasri, Fatima BenbarekFake News DetectionLow-Resource Language Processing

    ATM Mobilis, USTHB Algiers, Algeria

  21. Cross-Prompt Generalization in Detecting AI-Generated Fake News Using Interpretable Linguistic Features

    Jun 2, 2026Aya Vera-Jimenez, Samuel Jaeger, Calvin Ibenye +1Fake News DetectionAI-Generated Text Detection

    Department of Mathematics Kennesaw State University Marietta, Georgia, USA · School of Data Science and Analytics Kennesaw State University Marietta, Georgia, USA · Department of Computer Science Kennesaw State University Marietta, Georgia, USA

  22. When Seeing Is Not Believing -- A Benchmark for Search-Grounded Video Misinformation Detection

    Jun 2, 2026Tao Yu, Yujia Yang, Shenghua Chai +17Fake News DetectionAutomated Fact-Checking

    1CASIA · 2UCAS · 3BAAI +2

  23. KITE: A Tri-Modal Transformer Integrating Text, Images, and Knowledge Graphs for Fake News Detection

    Jun 2, 2026Kevin Patel, Shashi Bhushan JhaFake News DetectionMultimodal Fusion

    Department of Computer Science, University of West Florida, Pensacola, FL, USA

  24. IDO: Incongruity-aware Distribution Optimization for Multimodal Fake News Detection

    Jun 2, 2026Hengyang Zhou, Rongman Hong, Yuxuan Zhou +2Fake News Detection

    Nanjing University · University of Birmingham · East China Normal University +1

  25. SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation

    Jun 2, 2026Junxiao Yang, Minghao Zhang, Xiaoce Wang +4Fake News DetectionAI-Generated Image Detection

    The Conversational AI (CoAI) group, DCST, Tsinghua University

  26. CORE: Conflict-Oriented Reasoning for General Multimodal Manipulation Detection

    Jun 2, 2026Jinjie Shen, Yaxiong Wang, Yujiao Wu +5Fake News DetectionMultimodal Large Language Models

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China · Wuhan University, Wuhan, China · Lab for Intelligence and visiON (LION) +2

  27. BOUTEF: A Multilingual Corpus for FakeNews in North Africa -- Language as a Weapon

    May 29, 2026Kamel Smaili, Yassine Toughrai, Amina Laggoun +1Fake News Detection

    Loria, CNRS, Université de Lorraine, Vandoeuvre-Lès-Nancy, France · Université Internationale de Rabat, Rabat, Morocco

  28. CommunityFact: A Dynamic, Multilingual, Multi-domain Benchmark for Misinformation Detection in the Wild

    May 28, 2026Sahajpreet Singh, Insyirah Mujtahid, Min-Yen Kan +1Multilingual Language Model EvaluationLLM Evaluation

    National University of Singapore

  29. Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification

    May 27, 2026Yaoyang Luo, Zhi Zheng, Ziwei Zhao +5Multi-Agent LLM SystemsFake News Detection

    University of Science and Technology of China · North Automatic Control Technology Institute · Shenzhen Institute for Advanced Study, UESTC

  30. ExTax: Explainable Disinformation Detection via Persuasion, Emotion, and Narrative Role Taxonomies

    May 26, 2026Shang Luo, Yingguang Yang, Zhenchen Sun +8Fake News DetectionExplainable Artificial Intelligence

    Peking University · University of Science and Technology of China · North China University of Science and Technology +6