| DiffFace: Diffusion-based Face Swapping with Facial Guidance | Dec 27, 2022 | Face Swapping | CodeCode Available | 2 |
| MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation | Dec 15, 2022 | Face SwappingMeta-Learning | CodeCode Available | 2 |
| Fine-Grained Face Swapping via Regional GAN Inversion | Nov 25, 2022 | DisentanglementFace Swapping | CodeCode Available | 2 |
| MARLIN: Masked Autoencoder for facial video Representation LearnINg | Nov 12, 2022 | Action ClassificationAttribute | CodeCode Available | 2 |
| FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping | Oct 19, 2022 | AttributeDecoder | CodeCode Available | 2 |
| MobileFaceSwap: A Lightweight Framework for Video Face Swapping | Jan 11, 2022 | Face SwappingKnowledge Distillation | CodeCode Available | 2 |
| Advbox: a toolbox to generate adversarial examples that fool neural networks | Jan 13, 2020 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 2 |
| Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection | Jul 3, 2025 | Face Swapping | CodeCode Available | 1 |
| Post-training for Deepfake Speech Detection | Jun 26, 2025 | Face SwappingSelf-Supervised Learning | CodeCode Available | 1 |
| Unmasking real-world audio deepfakes: A data-centric approach | Jun 11, 2025 | 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 |
| WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks | May 13, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection | May 13, 2025 | DisentanglementFace Swapping | CodeCode Available | 1 |
| Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning | May 11, 2025 | Contrastive LearningFace 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 |
| SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech Synthesis | Apr 14, 2025 | Face SwappingSpeech Synthesis | CodeCode Available | 1 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 |
| Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies | Apr 2, 2025 | Face Swapping | CodeCode Available | 1 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | 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 |
| Recent Advances on Generalizable Diffusion-generated Image Detection | Feb 27, 2025 | DiversityFace 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 |
| Generalizable Deepfake Detection via Effective Local-Global Feature Extraction | Jan 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | 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 |
| Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model | Jan 1, 2025 | DecoderDeepFake Detection | CodeCode Available | 1 |
| Region-Based Optimization in Continual Learning for Audio Deepfake Detection | Dec 16, 2024 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 1 |
| Is JPEG AI going to change image forensics? | Dec 4, 2024 | Face SwappingImage Compression | CodeCode Available | 1 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | 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 |
| LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks | Nov 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DiffBreak: Is Diffusion-Based Purification Robust? | Nov 25, 2024 | Face Swapping | CodeCode Available | 1 |
| FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images | Oct 30, 2024 | Face Swapping | CodeCode Available | 1 |
| Mitigating Unauthorized Speech Synthesis for Voice Protection | Oct 28, 2024 | Data AugmentationFace Swapping | CodeCode Available | 1 |
| ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks | Oct 24, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset | Oct 13, 2024 | Audio Deepfake DetectionComputational Efficiency | CodeCode Available | 1 |
| Where are we in audio deepfake detection? A systematic analysis over generative and detection models | Oct 6, 2024 | Audio Deepfake DetectionAudio Synthesis | 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 |
| Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection | Sep 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Face Forgery Detection with Elaborate Backbone | Sep 25, 2024 | DeepFake DetectionFace Generation | CodeCode Available | 1 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 |
| SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge | Aug 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 |
| FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images | Jun 12, 2024 | Face Swapping | CodeCode Available | 1 |
| Singing Voice Graph Modeling for SingFake Detection | Jun 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy | Jun 5, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |