| LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks | Nov 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Learning Self-Consistency for Deepfake Detection | Dec 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| LatentSwap: An Efficient Latent Code Mapping Framework for Face Swapping | Feb 28, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 | 5 |
| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples | Feb 9, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Locate and Verify: A Two-Stream Network for Improved Deepfake Detection | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection | Apr 20, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images | Apr 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 | Mar 4, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Post-training for Deepfake Speech Detection | Jun 26, 2025 | Face SwappingSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Where are we in audio deepfake detection? A systematic analysis over generative and detection models | Oct 6, 2024 | Audio Deepfake DetectionAudio Synthesis | CodeCode Available | 1 | 5 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection | Jun 24, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 | 5 |
| Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos | Jun 17, 2019 | Binary ClassificationDecoder | CodeCode Available | 0 | 5 |
| Multi-spectral Class Center Network for Face Manipulation Detection and Localization | May 18, 2023 | Face Swapping | CodeCode Available | 0 | 5 |
| Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations | Jun 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion | May 25, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 | 5 |
| Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition | Jan 11, 2025 | Audio Deepfake DetectionBinary Classification | CodeCode Available | 0 | 5 |
| On Face Segmentation, Face Swapping, and Face Perception | Apr 22, 2017 | Face Swapping | CodeCode Available | 0 | 5 |
| Measuring the Robustness of Audio Deepfake Detectors | Mar 21, 2025 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection | Mar 20, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
