| A Convolutional LSTM based Residual Network for Deepfake Video Detection | Sep 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | 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 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | 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 |
| Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Detecting and Recovering Sequential DeepFake Manipulation | Jul 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials | May 11, 2022 | Continual LearningDeepFake Detection | CodeCode Available | 1 | 5 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 | 5 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake 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 |
| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection | Feb 5, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| Learning Self-Consistency for Deepfake Detection | Dec 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Improving Fairness in Deepfake Detection | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 | 5 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 | 5 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking | Jun 7, 2018 | Face Swapping | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | 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 |
| 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 |
| Explaining Deepfake Detection by Analysing Image Matching | Jul 20, 2022 | 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 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | 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 |
| Exposing Lip-syncing Deepfakes from Mouth Inconsistencies | Jan 18, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping | Oct 19, 2023 | AttributeDecoder | 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 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 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 |
| Investigating self-supervised front ends for speech spoofing countermeasures | Nov 15, 2021 | Face 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 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace 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 |
| FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset | Aug 11, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| Audio-Visual Person-of-Interest DeepFake Detection | Apr 6, 2022 | Contrastive LearningDeepFake Detection | CodeCode Available | 1 | 5 |
| Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation | Feb 9, 2024 | Face SwappingNeRF | CodeCode Available | 1 | 5 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | 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 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | 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 |
