Video Forensics

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20 papers5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. An Agentic ENF Framework for Forensic Video Authentication Against Generative AI

    Oct 15, 2026Ryan Wyton, Bacha RehmanVideo ForensicsDeepfake Detection

    Southampton Solent University

  2. Interpretable Deepfake Detection in Videos via Explicit Forensic Features and Temporal Modeling

    Oct 2, 2026Chahira Benhama, Mohand Saïd Allili, Assia HamadeneVideo ForensicsDeepfake Detection

    LARIVIA laboratory Dep. of Computer science and Eng. University of Quebec in Outaouais Gatineau, QC, Canada · LARIVIA laboratory and Mixed Research Unit INRS-UQO University of Quebec in Outaouais Gatineau, QC, Canada

  3. ModalFidelity: Routing Modalities for Deepfake Detection on a Budget

    Sep 29, 2026Oguzhan Baser, Kaan Kale, Sriram Vishwanath +1Multimodal Deepfake DetectionDeepfake Detection

    The University of Texas at Austin, Austin, TX, USA · Georgia Institute of Technology, Atlanta, GA, USA

  4. Geometric Inconsistency Localization in Multi-View Image Sets

    Sep 25, 2026Xander Staelens, Albéric Loos, Bert Ramlot +3Cross-View Image MatchingVideo Forensics

    IDLab, Ghent University - imec Ghent, Belgium

  5. ManiVid: Unified and Explainable Forensic Analysis of Manipulated Videos

    Sep 25, 2026Hengrui Kang, Zhonghao Yan, Yuxuan Yang +7Video ForensicsDigital Forensics

    Shanghai Jiao Tong University · Shanghai AI Laboratory · Beijing University of Posts and Telecommunications +3

  6. TRACE: Trajectory Representation and Consistency Estimation for AI-Generated Video Detection

    Sep 22, 2026Huangsen Cao, Hongkang chu, Siyao Yu +3Deepfake DetectionVideo Forensics

    Zhejiang University · University of the Chinese Academy of Sciences · Nanjing University of Information Science and Technology +1

  7. DF26: We Cannot Tell Fake From Real Anymore

    Sep 7, 2026Severyn Shykula, Andrii Yermakov, Ivan Samarskyi +3T2V GenerationOOD Generalization

    Ukrainian Catholic University · Faculty of Electrical Engineering, Czech Technical University in Prague · Hover Inc., USA +1

  8. Mind the Rift: Cross-Scale Coupling Mismatch for AI-Generated Video Detection

    Sep 1, 2026Siyu Li, Jin Yang, Weiheng LiangDigital Image ForensicsDeepfake Detection

    School of Cyber Science and Engineering Sichuan University Chengdu, Sichuan, China · School of Information Science and Technology Xizang University Lhasa, Xizang, China

  9. Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System

    Jul 14, 2026Ken Jon Miyachi, Dylan UysDeepfake DetectionAI-Generated Image Detection

    BitMind

  10. HumanForge: A Human-Centric Deepfake Video Benchmark with Multi-Agent Forgery Rationales

    Jul 9, 2026Wenbo Xu, Zhimin Chen, Xiaojie Liang +2Deepfake DetectionVideo Forensics

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510006, China

  11. EVAS: Efficient Multimodal Temporal Forgery Localization via Audio-Visual Synergy and Steered Boundary Calibration

    Jul 5, 2026Shen Shen, Quan Zhang, Dan Jiang +1Audio-Visual Representation LearningDigital Forensics

    Soochow University · Tsinghua University

  12. Auditing Generalization in AI-Generated Video Detection: A Six-Control Protocol and the VidAudit Toolkit

    Jun 30, 2026Mert Onur Cakiroglu, Zhihe Lu, Mehmet Dalkilic +1Benchmark AuditingOOD Generalization

    Luddy School of Informatics, Computing, and Engineering, Indiana University Bloomington · College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar

  13. SpecSem-Net: Integrating Spectral and Semantic Features for Robust AI-generated Video Detection

    May 17, 2026Zixi Wei, Huixuaun Zhang, Xiaojun WanDigital ForensicsDeepfake Detection

    Wangxuan Institute of Computer Technology, Peking University

  14. CAM-VFD: Cross-Attention Multimodal Video Forgery Detection

    May 16, 2026Hoda Osama Elkhodary, Sherin Mostafa Youssef, Marwa Elshenawy +1Multimodal Deepfake DetectionMultimodal Robustness

    Computer Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt

  15. Flow of Truth: Proactive Temporal Forensics for Image-to-Video Generation

    Apr 16, 2026Yuzhuo Chen, Zehua Ma, Han Fang +3Image-to-Video GenerationDigital Image Forensics

    Anhui Province Key Laboratory of Digital Security (School of Cyber Science and Technology, University of Science and Technology of China), Hefei 230026, China

  16. ActivityForensics: A Comprehensive Benchmark for Localizing Manipulated Activity in Videos

    Apr 4, 2026Peijun Bao, Anwei Luo, Gang Pan +2Temporal Video Forgery LocalizationVideo Forensics

    College of Computer Science and Technology, Zhejiang University · School of Electrical and Electronic Engineering, Nanyang Technological University · School of Computing and Artificial Intelligence, Jiangxi University of Finance and Economics +3

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

    Apr 2, 2026Yuan Qing, Kunyu Zheng, Lingxiao Li +2Digital ForensicsDeepfake Detection

    Boston University, Boston, USA

  18. ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance

    Mar 24, 2026Hyojin Park, Yi Li, Janghoon Cho +8Video SurveillanceMultimodal IR

    Qualcomm AI Research, San Diego, CA, USA · Kyunghee University, Gyeonggi, South Korea

  19. SWIFT: Sliding Window Reconstruction for Few-Shot Training-Free Generated Video Attribution

    Mar 9, 2026Chao Wang, Zijin Yang, Yaofei Wang +4Video ForensicsDigital Forensics

    University of Science and Technology of China · Hefei University of Technology

  20. DeformTrace: A Deformable State Space Model with Relay Tokens for Temporal Forgery Localization

    Mar 5, 2026Xiaodong Zhu, Suting Wang, Yuanming Zheng +5Hybrid Transformer-State Space Model ArchitecturesTemporal Video Forgery Localization

    National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, China