Ai-Generated Video Detection

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  1. Semantic Watermarking for Malicious Image Manipulation Detection

    Sep 30, 2026Yoonseo Kim, Seungwoo Baek, Junyoung ParkMulti-Bit WatermarkingMultimedia Forensics

  2. A Generalizable and Explainable Framework for Synthetic Video Detection Using First-Digit Gradient Statistics

    Sep 30, 2026Sidharth Shanu, Gautam Kumar, Tej SinghAi-Generated Video DetectionDigital Forensics

  3. TSMD: Temporal-Stream Modality Dropout for Robust Video Highlight Detection

    Sep 30, 2026Bo-Yuan Cheng, Kuan-Yu Chen, Po-Han Huang +2Fine-Grained Video UnderstandingAi-Generated Video Detection

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

    Sep 29, 2026Oguzhan Baser, Kaan Kale, Sriram Vishwanath +1Deepfake DetectionDigital Forensics

  5. Cross-modal Translation via Conditional Latent Denoising for Video Deepfake Detection

    Sep 27, 2026Xinzhe Li, Youzhi Tu, Kong Aik LeeDeepfake DetectionAi-Generated Video Detection

  6. DFD-Lab: A Modular Audio-Visual Deepfake Detection Pipeline

    Sep 20, 2026Jan Rybarczyk, Mateusz Roszkowski, Jacek KomorowskiDeepfake DetectionUnsupervised Detection

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

    Sep 14, 2026Yifeng Luo, Yupeng Li, Ming Tang +2Fake News DetectionAi-Generated Video Detection

  8. Zero-shot video highlight detection based on text descriptions and synthetic images

    Sep 13, 2026Michal Byra, Alberto Presta, Grzegorz Stefanski +1Ai-Generated Video DetectionFine-Grained Video Understanding

  9. DF26: We Cannot Tell Fake From Real Anymore

    Sep 7, 2026Severyn Shykula, Andrii Yermakov, Ivan Samarskyi +3Ai-Generated Video DetectionDeepfake Detection

  10. Preserving Knowledge across Space and Time for Continual Video Deepfake Detection

    Sep 3, 2026Taehoon Kim, Jongwook Choi, Heejae Jo +2Deepfake DetectionAi-Generated Video Detection

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

    Sep 1, 2026Siyu Li, Jin Yang, Weiheng LiangAi-Generated Video DetectionLong Video Generation

  12. TUE-Detector: A Tool-Using Expert MLLM-Based Detector for AI-Generated Videos

    Aug 31, 2026Yichen Wu, Haoxuan Qu, Yongxing Dai +5Ai-Generated Video Detection

  13. VidForensics-M1: Meta-Detection Reinforcement Learning with Verifiable Temporal Grounding for AI-Generated Video Forensics

    Aug 11, 2026Bowei Liu, Zheng Lu, Yuhan Bian +8Ai-Generated Video DetectionForgeries

  14. Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

    Aug 7, 2026Xuechao Zou, Shun Zhang, Kai Li +6Deepfake DetectionAi-Generated Video Detection

  15. 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 DetectionFake News

  16. FakeI2V-Bench: Benchmarking the Applicability of Image-level Deepfake Detectors for Deepfake Video Detection

    Aug 4, 2026Pei Li, Sihan Chen, Delong Ran +1Deepfake DetectionAi-Generated Video Detection

  17. V-FIND: Revealing the Intrinsic Forgery Knowledge Encoded in Video Forgery Detectors

    Aug 4, 2026Shichao Kan, Chengpeng Hong, Jingtong Dou +8Face Forgery DetectionAi-Generated Video Detection

  18. SphereVideo: Prototype-anchored Hyperspherical Boundary for Continual AI-generated Video Detection

    Aug 2, 2026Fei Li, Yue Yu, Yuran Wang +3Ai-Generated Video DetectionSphere

  19. Authorship Verification of Transcribed German-Language Videos

    Jul 31, 2026Oren Halvani, Sophie TitzeAutomatic Speaker VerificationAi-Generated Video Detection

  20. Retrieval-Driven Training-Free AI-Generated Video Attribution

    Jul 31, 2026Renxi Cheng, Chaolei Han, Jie Gui +1Ai-Generated Video DetectionFingerprint

  21. Less is More: Modality-Decoupling for General AIGC Audio-Video Detection

    Jul 28, 2026Jielun Peng, Yabin Wang, Yaqi Li +3Ai-Generated Video DetectionDeepfake Detection

  22. Explainable Deepfake Detection Challenge

    Jul 23, 2026Abhijeet Narang, Kartik Kuckreja, Shreya Ghosh +4Deepfake DetectionAi-Generated Video Detection

  23. Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream

    Jul 21, 2026Mert Onur Cakiroglu, Mehmet Dalkilic, Hasan KurbanAi-Generated Video DetectionPixel-Level Prediction

  24. BanClickThumb: A Multimodal Dataset and Transformer Fusion Benchmarks for Clickbait Detection in Bengali YouTube Videos

    Jul 19, 2026Md. Ariful Islam, Md Tanvirul Islam, Md. Maruf Hossain Miru +1BanglaAi-Generated Video Detection

  25. HSEmotion Team at the 11th ABAW Challenge: Multi-Task Learning and Ambivalence/Hesitancy Video Recognition

    Jul 14, 2026Aleksei Bakin, Andrey V. SavchenkoFacial Expression RecognitionMultimodal Fusion

  26. Detecting AI-Generated Video: A Vision-Language Dual-View Survey

    Jul 12, 2026Dylan Xinming Hou, Juntian Zhang, Xu Gu +5Ai-Generated Video DetectionAi-Generated Image Detection

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

    Jul 9, 2026Wenbo Xu, Zhimin Chen, Xiaojie Liang +2Deepfake DetectionAi-Generated Video Detection

  28. Ensemble Deep Learning Approaches for AI-Altered Video Detection

    Jul 8, 2026Laiba Khan, Hung-Mao Wu, Wei Lin +3Ai-Generated Video DetectionDeep Learning

  29. G2VD: Generalizable AI-Generated Video Detection via Counterfactual Intervention and Causal Disentanglement

    Jul 6, 2026Meng Du, Hongchang Chen, Ran Li +3Ai-Generated Video DetectionForgeries

  30. SafeGuard: A Multi-Agent Perception-Reasoning Framework for Social-Risk AI-Generated Video Detection

    Jul 3, 2026Wenlin Wu, Sheng Zhou, Peipei Song +3Ai-Generated Video DetectionDigital Forensics

  31. SPLIT: Training-Free AI-Generated and Partially Edited Video Detection via Spatial Patch-Level Incoherence and Temporal Roughness

    Jul 3, 2026Jongyeop Hyun, Hyounghun KimAi-Generated Video DetectionFake News

  32. Dataset Biases and Shortcut Learning in Motion-Based AI-Generated Video Detection

    Jul 1, 2026Joren Michels, Lode Jorissen, Nick MichielsAi-Generated Video DetectionShortcut Learning

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

    Jun 30, 2026Mert Onur Cakiroglu, Zhihe Lu, Mehmet Dalkilic +1Ai-Generated Video DetectionModel Auditing

  34. Detecting Audio Deepfakes on the Edge:Lightweight SSL-Based Detection in a Browser Plugin

    Jun 29, 2026Octavian Pascu, Dan Oneata, Horia Cucu +1Deepfake DetectionAi-Generated Video Detection

  35. LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency

    Jun 22, 2026Soumyya Kanti Datta, Shan Jia, Siwei LyuDeepfake DetectionPrecise Lip Synchronization

  36. CUPID: Reconstructing UV Texture Maps for Interpretable Person-of-Interest Deepfake Detection

    Jun 18, 2026Giovanni Affatato, Sara Mandelli, Edoardo Daniele Cannas +2Deepfake DetectionAuthenticity

  37. Revealing Artifacts via Noise Amplification: A Novel Perspective for AI-Generated Video Detection

    Jun 15, 2026Renxi Cheng, Jie Gui, Hongsong WangAi-Generated Video DetectionGenerative Video Models

  38. Teacher-Student Structure for Domain Adaptation in Ensemble Audio-Visual Video Deepfake Detection

    Jun 13, 2026Elham Abolhasani, Maryam Ramezani, Hamid R. RabieeEnvironmental Sound Deepfake DetectionDeepfake Detection

  39. MatchLM2Lite: A Scalable MLLM-to-Lite Framework for Reproduced Content Identification

    Jun 10, 2026Xiaotian Fan, Hiok Hian Ong, David Yuchen Wang +3Ai-Generated Video DetectionRe-Identification

  40. Detecting Temporally Localized Manipulations in Authentic Video Streams

    Jun 5, 2026Okan Umur, Ali Emre Güşlü, Ibrahim DelibasogluAi-Generated Video DetectionDeepfake Detection

  41. SVHighlights: Towards Extremely Long Sport Video Highlight Detection

    Jun 5, 2026Donggyu Lee, Youngbin Ki, Jeonghun Kang +1Ai-Generated Video DetectionVideo Temporal Grounding

  42. ReConFuse: Reconstruction-Error Guided Semantic Fusion for AI-Generated Video Detection

    Jun 3, 2026Xiaojing Chen, Xinyu Lu, Changtao Miao +1Ai-Generated Video DetectionGenerative Video Models

  43. Explainable Forensics of Manipulated Segments in Untrimmed Long Videos

    Jun 1, 2026Yue Feng, Jingjing Li, Qijia Lu +9Ai-Generated Video DetectionMultimedia Forensics

  44. Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection

    Jun 1, 2026Yihui Wang, Yonghui Yang, Jilong Liu +3Deepfake DetectionForgeries

  45. 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

  46. Video as Natural Augmentation: Towards Unified AI-Generated Image and Video Detection

    May 21, 2026Zhengcen Li, Chenyang Jiang, Liangxu Su +4Ai-Generated Video DetectionCross-Modal

  47. Scalable, Energy-Efficient Optical-Neural Architecture for Multiplexed Deepfake Video Detection

    May 19, 2026Parnian Ghapandar Kashani, Shiqi Chen, Aydogan OzcanDeepfake DetectionAi-Generated Video Detection

  48. Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks

    May 17, 2026Mohammadreza Rashidi, Raja Hashim Ali, Sami Ur RahmanDeepfake DetectionAi-Generated Video Detection

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

    May 17, 2026Zixi Wei, Huixuaun Zhang, Xiaojun WanAi-Generated Video DetectionGenerative Video Models

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

    May 16, 2026Hoda Osama Elkhodary, Sherin Mostafa Youssef, Marwa Elshenawy +1Deepfake DetectionAi-Generated Video Detection

  51. FRAME: Forensic Routing and Adaptive Multi-path Evidence Fusion for Image Manipulation Detection

    May 12, 2026Kaixiang Zhao, Tianrun Yu, Aoxu Zhang +3Digital ForensicsUnsupervised Detection

  52. Exposing and Mitigating Temporal Attack in Deepfake Video Detection

    May 8, 2026Zheyuan Gu, Minghao Shao, Zhen Wang +4Deepfake DetectionAi-Generated Video Detection