| AvatarShield: Visual Reinforcement Learning for Human-Centric Video Forgery Detection | May 21, 2025 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence | Mar 26, 2025 | Face SwappingVideo Forensics | —Unverified | 0 |
| Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights | Nov 12, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection | Oct 31, 2024 | Video Forensics | CodeCode Available | 2 |
| AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection | Nov 5, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| MTN: Forensic Analysis of MP4 Video Files Using Graph Neural Networks | Jun 17, 2023 | Data AugmentationSelf-Supervised Learning | CodeCode Available | 0 |
| Self-Supervised Video Forensics by Audio-Visual Anomaly Detection | Jan 4, 2023 | Anomaly DetectionDeepFake Detection | CodeCode Available | 1 |
| H4VDM: H.264 Video Device Matching | Oct 20, 2022 | Video Forensics | CodeCode Available | 0 |
| Forgery Attack Detection in Surveillance Video Streams Using Wi-Fi Channel State Information | Jan 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection | Oct 7, 2021 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task | Apr 16, 2021 | Crop Yield PredictionEarth Surface Forecasting | CodeCode Available | 1 |
| Frame-rate Up-conversion Detection Based on Convolutional Neural Network for Learning Spatiotemporal Features | Mar 25, 2021 | Video EditingVideo Forensics | —Unverified | 0 |
| Deepfake Video Forensics based on Transfer Learning | Apr 29, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Video Face Manipulation Detection Through Ensemble of CNNs | Apr 16, 2020 | DeepFake DetectionDetecting Image Manipulation | CodeCode Available | 1 |
| DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection | Jan 9, 2020 | DiversityFace Swapping | CodeCode Available | 1 |
| We Need No Pixels: Video Manipulation Detection Using Stream Descriptors | Jun 20, 2019 | Video Forensics | CodeCode Available | 0 |
| Learning and Using the Arrow of Time | Jun 1, 2018 | Action RecognitionSelf-Supervised Action Recognition | —Unverified | 0 |
