| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace 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 |
| Frequency Masking for Universal Deepfake Detection | Jan 12, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images | Jun 12, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | Feb 24, 2022 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 1 | 5 |
| GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection | Jul 21, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 | 5 |
| Generalizable Deepfake Detection via Effective Local-Global Feature Extraction | Jan 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning | Feb 3, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization | May 3, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection | Sep 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies | Mar 22, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| High-resolution Face Swapping via Latent Semantics Disentanglement | Mar 30, 2022 | DisentanglementFace Swapping | CodeCode Available | 1 | 5 |
| Highly Accurate FMRI ADHD Classification using time distributed multi modal 3D CNNs | May 24, 2022 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples | Feb 9, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods | Sep 15, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
