| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | DeepFake DetectionFace Swapping | 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 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 |
| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 | Mar 4, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies | Mar 22, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace 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 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | 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 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | CodeCode Available | 1 |
| Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection | Apr 30, 2024 | Audio-Visual SynchronizationDeepFake Detection | CodeCode Available | 1 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 |
| DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection | Jun 1, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | 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 |
| Facke: a Survey on Generative Models for Face Swapping | Jun 22, 2022 | Face SwappingSurvey | CodeCode Available | 1 |
| FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset | Aug 11, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | 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 |
| Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection | Jun 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
