| Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection | Nov 23, 2024 | Face SwappingSynthetic Image Detection | CodeCode Available | 5 | 5 |
| DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection | Jan 1, 2020 | AttributeDeepFake Detection | CodeCode Available | 4 | 5 |
| DeepFaceLab: Integrated, flexible and extensible face-swapping framework | May 12, 2020 | Face Swapping | CodeCode Available | 4 | 5 |
| Deepfake Generation and Detection: A Benchmark and Survey | Mar 26, 2024 | AttributeFace Generation | CodeCode Available | 4 | 5 |
| Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation | Jun 4, 2024 | Face SwappingGPU | CodeCode Available | 4 | 5 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | Apr 27, 2023 | Binary ClassificationDecoder | CodeCode Available | 3 | 5 |
| A new face swap method for image and video domains: a technical report | Feb 7, 2022 | Action Recognition In VideosFace Recognition | CodeCode Available | 3 | 5 |
| Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey | Jun 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 3 | 5 |
| DF40: Toward Next-Generation Deepfake Detection | Jun 19, 2024 | DeepFake DetectionFace Reenactment | CodeCode Available | 3 | 5 |
| Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection | Nov 19, 2023 | 2D Object DetectionDeepFake Detection | CodeCode Available | 3 | 5 |
| FlashFace: Human Image Personalization with High-fidelity Identity Preservation | Mar 25, 2024 | Face SwappingImage Generation | CodeCode Available | 3 | 5 |
| DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection | Jul 4, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 3 | 5 |
| SimSwap: An Efficient Framework For High Fidelity Face Swapping | Jun 11, 2021 | Face SwappingVocal Bursts Intensity Prediction | CodeCode Available | 3 | 5 |
| Face Anonymization Made Simple | Nov 1, 2024 | AttributeFace Anonymization | CodeCode Available | 3 | 5 |
| Common Sense Reasoning for Deepfake Detection | Jan 31, 2024 | Binary ClassificationCommon Sense Reasoning | CodeCode Available | 3 | 5 |
| DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection | Apr 19, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 3 | 5 |
| UnMarker: A Universal Attack on Defensive Image Watermarking | May 14, 2024 | DeepFake DetectionDenoising | CodeCode Available | 3 | 5 |
| SafeEar: Content Privacy-Preserving Audio Deepfake Detection | Sep 14, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 2 | 5 |
| Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection | Dec 16, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| SegFace: Face Segmentation of Long-Tail Classes | Dec 11, 2024 | Face ParsingFace Swapping | CodeCode Available | 2 | 5 |
| Preserving Fairness Generalization in Deepfake Detection | Feb 27, 2024 | DeepFake DetectionDisentanglement | CodeCode Available | 2 | 5 |
| MARLIN: Masked Autoencoder for facial video Representation LearnINg | Nov 12, 2022 | Action ClassificationAttribute | CodeCode Available | 2 | 5 |
| Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes | Jan 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation | Dec 15, 2022 | Face SwappingMeta-Learning | CodeCode Available | 2 | 5 |
| MobileFaceSwap: A Lightweight Framework for Video Face Swapping | Jan 11, 2022 | Face SwappingKnowledge Distillation | CodeCode Available | 2 | 5 |
| Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing | Apr 8, 2025 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 2 | 5 |
| BlendFace: Re-designing Identity Encoders for Face-Swapping | Jul 20, 2023 | AttributeDisentanglement | CodeCode Available | 2 | 5 |
| ReliableSwap: Boosting General Face Swapping Via Reliable Supervision | Jun 8, 2023 | Face ReenactmentFace Swapping | CodeCode Available | 2 | 5 |
| Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector | Mar 26, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 2 | 5 |
| Advbox: a toolbox to generate adversarial examples that fool neural networks | Jan 13, 2020 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 2 | 5 |
| Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models | Sep 11, 2024 | DenoisingDisentanglement | CodeCode Available | 2 | 5 |
| SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model | Dec 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Fine-Grained Face Swapping via Regional GAN Inversion | Nov 25, 2022 | DisentanglementFace Swapping | CodeCode Available | 2 | 5 |
| Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks | Jun 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning | Mar 12, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection | Mar 4, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| DreamID: High-Fidelity and Fast diffusion-based Face Swapping via Triplet ID Group Learning | Apr 20, 2025 | AttributeFace Swapping | CodeCode Available | 2 | 5 |
| FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping | Oct 19, 2022 | AttributeDecoder | CodeCode Available | 2 | 5 |
| FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning | Dec 16, 2024 | DeepFake Detectiondiffusion-generated faces detection | CodeCode Available | 2 | 5 |
| Detecting music deepfakes is easy but actually hard | May 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Detecting and Grounding Multi-Modal Media Manipulation | Apr 5, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 | 5 |
| Face Swap via Diffusion Model | Mar 2, 2024 | Face AlignmentFace Detection | CodeCode Available | 2 | 5 |
| Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier | Oct 28, 2024 | Audio Deepfake DetectionAudio Generation | CodeCode Available | 2 | 5 |
| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 | 5 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| 1M-Deepfakes Detection Challenge | Sep 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities | Jul 29, 2024 | Contrastive LearningDeepFake Detection | CodeCode Available | 2 | 5 |
| C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection | Aug 19, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| DiffFace: Diffusion-based Face Swapping with Facial Guidance | Dec 27, 2022 | Face Swapping | CodeCode Available | 2 | 5 |
