| Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier | Oct 28, 2024 | Audio Deepfake DetectionAudio Generation | CodeCode Available | 2 |
| DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion | Oct 6, 2024 | DeepFake DetectionDomain Generalization | CodeCode Available | 2 |
| SafeEar: Content Privacy-Preserving Audio Deepfake Detection | Sep 14, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 2 |
| 1M-Deepfakes Detection Challenge | Sep 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models | Sep 11, 2024 | DenoisingDisentanglement | CodeCode Available | 2 |
| Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024 | Sep 3, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection | Aug 19, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities | Jul 29, 2024 | Contrastive LearningDeepFake Detection | CodeCode Available | 2 |
| Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks | Jun 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 |
| The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio | May 8, 2024 | Audio Deepfake DetectionAudio Generation | CodeCode Available | 2 |
| Detecting music deepfakes is easy but actually hard | May 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection | Mar 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning | Mar 12, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection | Mar 4, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Face Swap via Diffusion Model | Mar 2, 2024 | Face AlignmentFace Detection | CodeCode Available | 2 |
| Preserving Fairness Generalization in Deepfake Detection | Feb 27, 2024 | DeepFake DetectionDisentanglement | CodeCode Available | 2 |
| Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes | Jan 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection | Jan 24, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection | Dec 16, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |
| BlendFace: Re-designing Identity Encoders for Face-Swapping | Jul 20, 2023 | AttributeDisentanglement | CodeCode Available | 2 |
| ReliableSwap: Boosting General Face Swapping Via Reliable Supervision | Jun 8, 2023 | Face ReenactmentFace Swapping | CodeCode Available | 2 |
| MAGE: Machine-generated Text Detection in the Wild | May 22, 2023 | Binary text classificationFace Swapping | CodeCode Available | 2 |
| Detecting and Grounding Multi-Modal Media Manipulation | Apr 5, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |