| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FSD: An Initial Chinese Dataset for Fake Song Detection | Sep 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images | Oct 30, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| Bts-e: Audio deepfake detection using breathing-talking-silence encoder | May 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection | Jul 21, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Generalizable Deepfake Detection via Effective Local-Global Feature Extraction | Jan 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 | 5 |
| Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection | Sep 26, 2024 | 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 |
| GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response | Oct 12, 2022 | 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 |
| HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping | Jun 18, 2021 | 3D Face ReconstructionDecoder | CodeCode Available | 1 | 5 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization | Oct 26, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape | Apr 24, 2024 | Adversarial AttackFace Swapping | CodeCode Available | 1 | 5 |
| High-resolution Face Swapping via Latent Semantics Disentanglement | Mar 30, 2022 | DisentanglementFace 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 |
| ID-Reveal: Identity-aware DeepFake Video Detection | Dec 4, 2020 | Face SwappingMetric Learning | CodeCode Available | 1 | 5 |
| FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network | Jan 5, 2020 | Face SwappingFew-Shot Learning | CodeCode Available | 1 | 5 |
| One Shot Face Swapping on Megapixels | May 11, 2021 | DeepFake DetectionDisentanglement | CodeCode Available | 1 | 5 |
| Improving Fairness in Deepfake Detection | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation | Feb 18, 2021 | Data AugmentationDeepFake Detection | 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 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 | 5 |
| Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples | Feb 9, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition | Nov 18, 2023 | Contrastive LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks | Oct 24, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks | Nov 26, 2024 | 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 |
| LatentSwap: An Efficient Latent Code Mapping Framework for Face Swapping | Feb 28, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| Learning Self-Consistency for Deepfake Detection | Dec 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Post-training for Deepfake Speech Detection | Jun 26, 2025 | Face SwappingSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection | Jan 4, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders | Oct 31, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Region-Based Optimization in Continual Learning for Audio Deepfake Detection | Dec 16, 2024 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 1 | 5 |
| M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection | Apr 20, 2021 | 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 |
| 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 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| MesoNet: a Compact Facial Video Forgery Detection Network | Sep 4, 2018 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Singing Voice Graph Modeling for SingFake Detection | Jun 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition | Jan 11, 2025 | Audio Deepfake DetectionBinary Classification | 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 |
| Measuring the Robustness of Audio Deepfake Detectors | Mar 21, 2025 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 | 5 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection | Mar 20, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Lip Sync Matters: A Novel Multimodal Forgery Detector | Nov 7, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
