| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials | May 11, 2022 | Continual LearningDeepFake Detection | CodeCode Available | 1 |
| CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes | May 23, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| 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 |
| Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies | Apr 2, 2025 | Face Swapping | CodeCode Available | 1 |
| 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 |
| Combining EfficientNet and Vision Transformers for Video Deepfake Detection | Jul 6, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | CodeCode Available | 1 |
| Exploring Spatial-Temporal Features for Deepfake Detection and Localization | Oct 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection | Feb 5, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 |
| Face Forgery Detection with Elaborate Backbone | Sep 25, 2024 | DeepFake DetectionFace Generation | CodeCode Available | 1 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network | Jan 5, 2020 | Face SwappingFew-Shot Learning | CodeCode Available | 1 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 |
| Defense Against Adversarial Attacks on Audio DeepFake Detection | Dec 30, 2022 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Frequency Masking for Universal Deepfake Detection | Jan 12, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images | Oct 30, 2024 | Face Swapping | CodeCode Available | 1 |
| Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection | Jun 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Generalizable Deepfake Detection via Effective Local-Global Feature Extraction | Jan 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Jan 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection | Mar 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| 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 |
| Bts-e: Audio deepfake detection using breathing-talking-silence encoder | May 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation | Feb 9, 2024 | Face SwappingNeRF | CodeCode Available | 1 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 |
| Audio-Visual Person-of-Interest DeepFake Detection | Apr 6, 2022 | Contrastive LearningDeepFake Detection | CodeCode Available | 1 |
| Improving Fairness in Deepfake Detection | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Investigating self-supervised front ends for speech spoofing countermeasures | Nov 15, 2021 | Face 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 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
