| Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations | Feb 28, 2022 | Face SwappingSpeaker Verification | CodeCode Available | 1 | 5 |
| Explaining Deepfake Detection by Analysing Image Matching | Jul 20, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Exploring Spatial-Temporal Features for Deepfake Detection and Localization | Oct 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Is JPEG AI going to change image forensics? | Dec 4, 2024 | Face SwappingImage Compression | CodeCode Available | 1 | 5 |
| Exposing Lip-syncing Deepfakes from Mouth Inconsistencies | Jan 18, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | 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 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 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 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Jan 1, 2025 | 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 |
| Face Forgery Detection with Elaborate Backbone | Sep 25, 2024 | DeepFake DetectionFace Generation | CodeCode Available | 1 | 5 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 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 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection | Jan 23, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | 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 |
| DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection | Jan 9, 2020 | DiversityFace 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 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
