Ai-Generated Video Detection

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10 papers in the last four weeks, up 67% on the four weeks before. 0.1% of all new papers.

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  1. Towards multi-modal forgery representation learning for AI-generated video detection and localization

    May 8, 2026Dat Le, Khoa Nguyen, Xin Wang +1Ai-Generated Video DetectionFine-Grained Video Understanding

    Purdue University, West Lafayette · University at Albany, SUNY, New York

  2. Advancing Reliable Synthetic Video Detection: Insights from the SAFE Challenge

    May 7, 2026Kirill Trapeznikov, Gabriel Mancino-Ball, Jonathan Li +9Ai-Generated Video DetectionSynthetic Image Detection

    STR · Drexel University · Aptima, Inc. +1

  3. Detecting AI-Generated Videos with Spiking Neural Networks

    May 7, 2026Minsuk Jang, Yujin Yang, Heeseon Kim +3Ai-Generated Video DetectionLong-Video Benchmarks

    Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea

  4. Beyond Seeing Is Believing: On Crowdsourced Detection of Audiovisual Deepfakes

    May 6, 2026Michael Soprano, Andrea Cioci, Stefano MizzaroDeepfake DetectionAuthenticity

    Department of Mathematics, Computer Science and Physics University of Udine, Udine, Friuli-Venezia Giulia, Italy

  5. CMTA: Leveraging Cross-Modal Temporal Artifacts for Generalizable AI-Generated Video Detection

    May 1, 2026Hang Wang, Chao Shen, Chenhao Lin +3Ai-Generated Video DetectionAuthenticity

    Xi’an Jiaotong University, Xi’an, China · The Hong Kong Polytechnic University, Hong Kong, China · Guangdong OPPO Mobile Communications Co., Ltd. +1

  6. Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge

    Apr 30, 2026Sharayu Nilesh Deshmukh, Kailash A. Hambarde, Joana C. Costa +2Deepfake DetectionAi-Generated Video Detection

    Instituto de Telecomunicações, Universidade da Beira Interior, Portugal

  7. GIFGuard: Proactive Forensics against Deepfakes in Facial GIFs via Spatiotemporal Watermarking

    Apr 29, 2026Shupeng Che, Zhiqing Guo, Changtao Miao +2Deepfake DetectionDigital Forensics

    School of Computer Science and Technology, Xinjiang University · Ant Group · College of Computer Science and Electronic Engineering, Hunan University

  8. Attribution-Guided Multimodal Deepfake Detection via Cross-Modal Forensic Fingerprints

    Apr 29, 2026Wasim Ahmad, Wei Zhang, Xuerui MaoDeepfake DetectionAi-Generated Video Detection

    School of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China

  9. DYMAPIA: A Multi-Domain Framework for Detecting AI-based Video Manipulation

    Apr 27, 2026Md Shohel Rana, Andrew H. SungDeepfake DetectionAi-Generated Video Detection

    School of Computing Georgia Southern University Statesboro, GA 30460, USA · School of Computing Sciences & Computer Engineering The University of Southern Mississippi Hattiesburg, MS 39406, USA

  10. LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization

    Apr 27, 2026Bokang Zeng, Zheng Gao, Xiaoyu Li +2Deepfake DetectionTamper Localization

    School of Computer Science and Engineering UNSW Sydney Sydney, Australia · School of Information and Communication Technology Griffith University Brisbane, Australia

  11. Latent Space Probing for Adult Content Detection in Video Generative Models

    Apr 25, 2026Alizishaan Khatri, Chiquita PrabhuAi-Generated Video DetectionVideo Diffusion Models

    Wrynx Inc. · Independent Researcher

  12. Interpretable facial dynamics as behavioral and perceptual traces of deepfakes

    Apr 23, 2026Timothy Joseph Murphy, Jennifer Cook, Hélio Clemente José CuveDeepfake DetectionFacial Expression Recognition

    School of Psychology, University of Birmingham, Edgbaston, Birmingham, B15 2TT, United Kingdom · School of Psychology and Neuroscience, University of Bristol, 12a Priory Road, Bristol, BS8 1TU, United Kingdom

  13. Efficient Logic Gate Networks for Video Copy Detection

    Apr 23, 2026Katarzyna FojcikAi-Generated Video DetectionDifferentiable Logic Gate Networks

    Department of Artificial Intelligence, Wroclaw University of Science and Technology, Wroclaw, Poland

  14. Towards Generalizable Deepfake Image Detection with Vision Transformers

    Apr 19, 2026Kaliki V Srinanda, M Manvith Prabhu, Hemanth K Mogilipalem +4Deepfake DetectionSelf-Supervised Vision Transformers

    Department of Electronics and Communication Engineering National Institute of Technology Karnataka (NITK), Surathkal - 575025, India · Department of Information Technology National Institute of Technology Karnataka (NITK), Surathkal - 575025, India · Department of Electrical and Electronics Engineering National Institute of Technology Karnataka (NITK), Surathkal - 575025, India

  15. DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection

    Apr 18, 2026Hongyuan Qi, Feifei Shao, Ming Li +2Ai-Generated Video DetectionAuthenticity

    Zhejiang University Hangzhou, Zhejiang, China · Guangming Lab Shenzhen, Guangdong, China

  16. Moiré Video Authentication: A Physical Signature Against AI Video Generation

    Apr 2, 2026Yuan Qing, Kunyu Zheng, Lingxiao Li +2Ai-Generated Video DetectionAuthenticity

    Boston University, Boston, USA

  17. Overreliance on AI in Information-seeking from Video Content

    Mar 20, 2026Anders Giovanni Møller, Elisa Bassignana, Francesco Pierri +1Ai-Generated Video DetectionGenerative Artificial Intelligence

    IT University of Copenhagen · Bocconi University · Politecnico di Milano +1

  18. A Novel Unified Approach to Deepfake Detection

    Jan 6, 2026Lord Sen, Shyamapada MukherjeeDeepfake DetectionAi-Generated Video Detection

    Computer Science and Engineering NIT Rourkela Rourkela, Odisha

  19. Short-Window Sliding Learning for Real-Time Violence Detection via LLM-based Auto-Labeling

    Nov 14, 2025Seoik Jung, Taekyung Song, Yangro Lee +1Video SurveillanceAi-Generated Video Detection

    PIA-SPACE Inc.

  20. REVEAL: Robust Evolution of Vision-Language Models for Explainable AI-Video Detection

    Feb 20, 2025Yun-Yun Tsai, Qingyuan Liu, Ruijian Zha +4Ai-Generated Video DetectionGenerative Video Models

    Columbia University · Rutgers University