| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | Feb 24, 2022 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 1 | 5 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 | 5 |
| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion | Jan 1, 2023 | Face Swapping | CodeCode Available | 1 | 5 |
| Detecting and Recovering Sequential DeepFake Manipulation | Jul 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies | Mar 22, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning | Feb 3, 2024 | BenchmarkingDeepFake Detection | 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 |
| E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion | Oct 23, 2023 | DisentanglementFace 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 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | 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 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | Jul 27, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace 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 |
| Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection | Apr 30, 2024 | Audio-Visual SynchronizationDeepFake Detection | CodeCode Available | 1 | 5 |
| Exposing Lip-syncing Deepfakes from Mouth Inconsistencies | Jan 18, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| ID-Reveal: Identity-aware DeepFake Video Detection | Dec 4, 2020 | Face SwappingMetric Learning | CodeCode Available | 1 | 5 |
| Exploring Spatial-Temporal Features for Deepfake Detection and Localization | Oct 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Forensics via An Adversarial Game | Mar 25, 2021 | ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 | 5 |
| FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images | Jun 12, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping | Oct 19, 2023 | AttributeDecoder | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network | Jan 5, 2020 | Face SwappingFew-Shot Learning | CodeCode Available | 1 | 5 |
| DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection | Jun 1, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| A Convolutional LSTM based Residual Network for Deepfake Video Detection | Sep 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 | 5 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face 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 |
| FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection | Dec 1, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Facke: a Survey on Generative Models for Face Swapping | Jun 22, 2022 | Face SwappingSurvey | CodeCode Available | 1 | 5 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset | Aug 11, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects | Jul 5, 2021 | DeepFake DetectionDetecting Image Manipulation | 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 |
| 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 |
| A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials | May 11, 2022 | Continual LearningDeepFake Detection | CodeCode Available | 1 | 5 |
| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Adversarial Perturbations Fool Deepfake Detectors | Mar 24, 2020 | Face Swapping | CodeCode Available | 1 | 5 |
| Circumventing Concept Erasure Methods For Text-to-Image Generative Models | Aug 3, 2023 | Face SwappingWord Embeddings | CodeCode Available | 1 | 5 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
