| MobileFaceSwap: A Lightweight Framework for Video Face Swapping | Jan 11, 2022 | Face SwappingKnowledge Distillation | CodeCode Available | 2 | 5 |
| BlendFace: Re-designing Identity Encoders for Face-Swapping | Jul 20, 2023 | AttributeDisentanglement | CodeCode Available | 2 | 5 |
| Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection | Mar 4, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion | Oct 6, 2024 | DeepFake DetectionDomain Generalization | CodeCode Available | 2 | 5 |
| Fine-Grained Face Swapping via Regional GAN Inversion | Nov 25, 2022 | DisentanglementFace 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 |
| Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024 | Sep 3, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 | 5 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 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 |
| An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially Spoofed Audio Detection | Sep 6, 2023 | Face Swapping | CodeCode Available | 1 | 5 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 | 5 |
| Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations | Feb 28, 2022 | Face SwappingSpeaker Verification | 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 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion | Oct 23, 2023 | DisentanglementFace Swapping | CodeCode Available | 1 | 5 |
| End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation | Apr 29, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 | 5 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | 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 |
| DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection | Jun 1, 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 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | Jul 27, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| Explaining Deepfake Detection by Analysing Image Matching | Jul 20, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection | Mar 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| DF-RAP: A Robust Adversarial Perturbation for Defending against Deepfakes in Real-world Social Network Scenarios | Mar 5, 2024 | Adversarial RobustnessFace Swapping | CodeCode Available | 1 | 5 |
| Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection | Jun 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack | Oct 6, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 | 5 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection | Jun 27, 2022 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes | May 23, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 | 5 |
| Combining EfficientNet and Vision Transformers for Video Deepfake Detection | Jul 6, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Jan 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| Audio-Visual Person-of-Interest DeepFake Detection | Apr 6, 2022 | Contrastive LearningDeepFake Detection | CodeCode Available | 1 | 5 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning | Apr 24, 2024 | Audio Deepfake DetectionContrastive Learning | CodeCode Available | 1 | 5 |
