| FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping | Oct 19, 2022 | AttributeDecoder | CodeCode Available | 2 | 5 |
| Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier | Oct 28, 2024 | Audio Deepfake DetectionAudio Generation | CodeCode Available | 2 | 5 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 | 5 |
| DiffFace: Diffusion-based Face Swapping with Facial Guidance | Dec 27, 2022 | Face Swapping | CodeCode Available | 2 | 5 |
| Face Swap via Diffusion Model | Mar 2, 2024 | Face AlignmentFace Detection | CodeCode Available | 2 | 5 |
| MARLIN: Masked Autoencoder for facial video Representation LearnINg | Nov 12, 2022 | Action ClassificationAttribute | CodeCode Available | 2 | 5 |
| SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model | Dec 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Jan 1, 2025 | DeepFake DetectionFace 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 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | 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 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | 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 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 | 5 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | 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 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| Defense Against Adversarial Attacks on Audio DeepFake Detection | Dec 30, 2022 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 | 5 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | 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 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 2023 | 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 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 | 5 |
