| FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects | Jul 5, 2021 | DeepFake DetectionDetecting Image Manipulation | CodeCode Available | 1 |
| HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping | Jun 18, 2021 | 3D Face ReconstructionDecoder | CodeCode Available | 1 |
| Wavelet-Packets for Deepfake Image Analysis and Detection | Jun 17, 2021 | Face Swapping | CodeCode Available | 1 |
| Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images | Jun 15, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes | May 23, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 |
| One Shot Face Swapping on Megapixels | May 11, 2021 | DeepFake DetectionDisentanglement | CodeCode Available | 1 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection | Apr 20, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection | Apr 7, 2021 | Face SwappingGPU | CodeCode Available | 1 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation | Feb 18, 2021 | Data AugmentationDeepFake Detection | CodeCode Available | 1 |
| WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection | Jan 5, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Learning Self-Consistency for Deepfake Detection | Dec 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| ID-Reveal: Identity-aware DeepFake Video Detection | Dec 4, 2020 | Face SwappingMetric Learning | CodeCode Available | 1 |
| Neural Deepfake Detection with Factual Structure of Text | Oct 15, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Convolutional LSTM based Residual Network for Deepfake Video Detection | Sep 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| TweepFake: about Detecting Deepfake Tweets | Jul 31, 2020 | Binary text classificationDeepFake Detection | CodeCode Available | 1 |
| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| The DeepFake Detection Challenge (DFDC) Dataset | Jun 12, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization | May 29, 2020 | Constrained Lip-synchronizationDeepFake Detection | CodeCode Available | 1 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace Swapping | CodeCode Available | 1 |
| Adversarial Perturbations Fool Deepfake Detectors | Mar 24, 2020 | Face Swapping | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples | Feb 9, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection | Jan 9, 2020 | DiversityFace Swapping | CodeCode Available | 1 |
| FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network | Jan 5, 2020 | Face SwappingFew-Shot Learning | CodeCode Available | 1 |
| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Recurrent Convolutional Strategies for Face Manipulation Detection in Videos | May 2, 2019 | Face SwappingMisinformation | CodeCode Available | 1 |
| FaceForensics++: Learning to Detect Manipulated Facial Images | Jan 25, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking | Jun 7, 2018 | Face Swapping | CodeCode Available | 1 |
| SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks | Jul 17, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM | Jul 16, 2025 | AttributeFace Swapping | —Unverified | 0 |
| CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection | Jul 7, 2025 | Face SwappingImage Generation | —Unverified | 0 |
| DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios | Jun 29, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks | Jun 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection | Jun 23, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection | Jun 21, 2025 | DeepFake DetectionFace Recognition | —Unverified | 0 |
| Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors | Jun 19, 2025 | BenchmarkingFace Swapping | —Unverified | 0 |
| A Watermark for Auto-Regressive Image Generation Models | Jun 13, 2025 | Face SwappingImage Generation | —Unverified | 0 |
