Ai-Generated Content Detection

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4 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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

    Sep 29, 2026Wenbin Shen, Guoxuan Qin, Guangxu Yao +3Fake News DetectionAi-Generated Content Detection

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

  2. IVT-Guard: All-in-One Reasoning Model for AI-Generated Content Detection

    Sep 27, 2026Hongwei Niu, Yunpeng Luo, Hanjun Li +6Ai-Generated Content DetectionLarge Reasoning Models

    Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen 361005, P.R. China · Tencent YouTu Lab

  3. CSC: Calibrated Simplicity for Conflict-Aware Social Bot Detection in the LLM Era

    Sep 20, 2026Yipeng Qian, Pengjie Zhao, Chaoxi NiuAi-Generated Content DetectionCamouflage

    Minzu University of China Beijing, China · City University of Macau Macau, China

  4. PIVOT: Physics-Grounded Verification for AI-Generated Audio-Video Detection

    Sep 14, 2026Bo Zheng, Kangran Zhao, Xiaoyu Zhang +7Ai-Generated Content Detection

    School of Artificial Intelligence, Chinese University of Hong Kong, Shenzhen, Shenzhen 518172, China · Nanjing University of Posts and Telecommunications, Nanjing 210023, China · University at Buffalo, State University of New York, New York 14260, USA

  5. Watermarks Without Verification: AI Text Watermarking After the EU AI Act

    Sep 10, 2026Alexander Nemecek, Vipin Chaudhary, Erman AydayAi-Generated Content DetectionWatermarks

    Case Western Reserve University

  6. Assessing AI-generated music detection in real-world broadcast monitoring

    Aug 7, 2026David López-Ayala, Fernando García de la Cruz, Pablo Zinemanas +2Generative MusicAi-Generated Content Detection

    Music Technology Group, Universitat Pompeu Fabra, Barcelona, Spain · BMAT Licensing S.L., Barcelona, Spain

  7. Attribute-based Undetectable Watermarking for Generative AI Models

    Aug 4, 2026Miryam Mi-Ying Huang, Chung-Wei Lee, Max Raffel +1WatermarksAi-Generated Content Detection

    Carnegie Mellon University Pittsburgh, PA, USA · Independent Researcher · University of Southern California Los Angeles, CA, USA +1

  8. Test-Time Curriculum for Open-Set AIGC Detection

    Aug 1, 2026Yiqian Zhang, Zheyuan Gu, Xiangzhao Hao +8Ai-Generated Image DetectionAi-Generated Content Detection

    Hangzhou Dianzi University · ERNIE Team, Baidu Inc. · Harbin Institute of Technology (Shenzhen)

  9. TIGA: Trajectory-Injected Generative Attack against Black-box AIGC Detectors

    Jul 28, 2026Xia Du, Zhuosen Bao, Zheng Lin +4Ai-Generated Content DetectionBlack-Box Adversarial Attacks

    School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, 361000, China · Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, L-1855 Luxembourg, Luxembourg · School of Computer Science, Engineering Research Center of Machine Learning and Industry Intelligence, Sichuan University, Chengdu, China, 610020, China +2

  10. Finding the noise: Zero-shot AI Music Detection

    Jul 28, 2026Darius Afchar, Romain HennequinGenerative MusicAi-Generated Content Detection

    Deezer Research

  11. A Unified Detection Framework for AI-Related Content and Artifacts

    Jul 8, 2026Xifeng Zhang, Tao Hu, Yijie Peng +1Ai-Generated Content DetectionAdversarial Examples

    School of Mathematical Sciences, Capital Normal University, Beijing 100048, China · School of Management and Engineering, Nanjing University, Nanjing 210008, China · Advanced Institute of Information Technology, Peking University +1

  12. Adversarial Creation and Detection of AI-Generated Social Bot Content

    Jun 5, 2026Mykola Trokhymovych, Ricardo Baeza-Yates, Alessandro Flammini +2Ai-Generated Content DetectionGenerative Artificial Intelligence

    Universitat Pompeu Fabra, Barcelona, Spain · Observatory on Social Media, Indiana University, Bloomington, Indiana, USA · KTH Royal Institute of Technology, Stockholm, Sweden

  13. DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities

    Jun 2, 2026Sajad Ebrahimi, Nima Jamali, Bardia Shirsalimian +8Ai-Generated Content DetectionGenerative Artificial Intelligence

    University of Toronto · University of Waterloo · Toronto Metropolitan University +2

  14. MimeLens: Position-Agnostic Content-Type Detection for Binary Fragments

    Jun 2, 2026Michael J. BommaritoMalwareLarge Language Model Classification

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

    Jun 2, 2026Jinjie Shen, Yaxiong Wang, Yujiao Wu +5Fake News DetectionAi-Generated Content Detection

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

  16. CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection

    May 26, 2026Huidong Feng, Wentao Chen, Jie Chen +5Ai-Generated Video DetectionDeepfake Detection

    School of Informatics, Xiamen University · China Academy of Information and Communications Technology · AI Transcend Pte. Ltd.

  17. MusicDET: Zero-Shot AI-Generated Music Detection

    May 18, 2026Chaolei Han, Hongsong Wang, Jie GuiGenerative MusicAi-Generated Content Detection

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China +2

  18. CAAFC: Chronological Actionable Automated Fact-Checker for misinformation / non-factual hallucination detection and correction

    May 12, 2026Islam Eldifrawi, Shengrui Wang, Amine TrabelsiFact-CheckingCitation Hallucination Detection

  19. StyleShield: Exposing the Fragility of AIGC Detectors through Continuous Controllable Style Transfer

    Apr 30, 2026Guantian ZhengAi-Generated Content DetectionPhotorealistic Style Transfer

  20. Detecting AI-Generated Content on Social Media with Multi-modal Language Models

    Apr 21, 2026Chenyang Yang, Shen Yan, Yibo Yang +13Ai-Generated Content DetectionGenerative Artificial Intelligence

    Carnegie Mellon University · Meta

  21. Reasoning-Aware AIGC Detection via Alignment and Reinforcement

    Apr 21, 2026Zhao Wang, Max Xiong, Jianxun Lian +1Ai-Generated Content DetectionGenerative Artificial Intelligence

    Gaoling School of Artificial Intelligence, Renmin University of China · Duke University · Microsoft Research Asia

  22. Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation

    Apr 18, 2026Huije Lee, Jisu Shin, Hoyun Song +2Ai-Generated Content DetectionHarmful Content

    Korea Advanced Institute of Science and Technology (KAIST)

  23. ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics

    Apr 17, 2026Heewon OhGenerative MusicAi-Generated Content Detection

    Intrect / MARTE Lab, Dongguk University, Seoul, South Korea

  24. CogniDir: Combating Cognitive Malicious Comments via Adaptive Distributional Learning for Robust Fake News Detection

    Oct 10, 2025Zhao Tong, Chunlin Gong, Yimeng Gu +5Fake News DetectionAttacker Large Language Model

    Institute of Information Engineering, Chinese Academy of Sciences · School of Cyber Security, University of Chinese Academy of Sciences · University of Minnesota +3

  25. Adversarial Robustness of AI-Generated Image Detectors in the Real World

    Oct 2, 2024Sina Mavali, Jonas Ricker, David Pape +2Ai-Generated Content DetectionAdversarial Examples

    CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · Ruhr University Bochum, Bochum, Germany