| An Experimental Evaluation on Deepfake Detection using Deep Face Recognition | Oct 4, 2021 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Video Forgery Detection Using Multiple Cues on Fusion of EfficientNet and Swin Transformer | Sep 29, 2021 | Face SwappingOptical Flow Estimation | —Unverified | 0 |
| Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection | Sep 29, 2021 | Face Swapping | CodeCode Available | 0 |
| Machine Learning based Medical Image Deepfake Detection: A Comparative Study | Sep 27, 2021 | BIG-bench Machine LearningDeepFake Detection | —Unverified | 0 |
| Finding Facial Forgery Artifacts with Parts-Based Detectors | Sep 21, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection | Sep 15, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| FaceGuard: Proactive Deepfake Detection | Sep 13, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Detection of GAN-synthesized street videos | Sep 10, 2021 | Face ReenactmentFace Swapping | —Unverified | 0 |
| DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning | Sep 7, 2021 | BIG-bench Machine LearningFace Swapping | —Unverified | 0 |
| Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors | Sep 7, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Spatiotemporal Inconsistency Learning for DeepFake Video Detection | Sep 4, 2021 | Binary ClassificationFace Swapping | —Unverified | 0 |
| ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection | Sep 1, 2021 | Face SwappingSpeaker Verification | —Unverified | 0 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | CodeCode Available | 1 |
| DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis | Aug 28, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection | Aug 16, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake Representation with Multilinear Regression | Aug 15, 2021 | Face Swappingregression | —Unverified | 0 |
| UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing | Aug 12, 2021 | 3D ReconstructionFace Reenactment | —Unverified | 0 |
| Video Transformer for Deepfake Detection with Incremental Learning | Aug 11, 2021 | 3D Face ReconstructionDeepFake Detection | —Unverified | 0 |
| FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset | Aug 11, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild | Jul 30, 2021 | Face DetectionFace Swapping | —Unverified | 0 |
| 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 |
| Raw Differentiable Architecture Search for Speech Deepfake and Spoofing Detection | Jul 26, 2021 | Face Swapping | CodeCode Available | 1 |
| UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021 | Jul 26, 2021 | Audio CompressionFace Swapping | CodeCode Available | 1 |
| Human Perception of Audio Deepfakes | Jul 20, 2021 | DeepFake DetectionFace Recognition | —Unverified | 0 |
| A Systematical Solution for Face De-identification | Jul 19, 2021 | AttributeDe-identification | —Unverified | 0 |
| Combining EfficientNet and Vision Transformers for Video Deepfake Detection | Jul 6, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation | Jul 6, 2021 | Continual LearningDomain Adaptation | CodeCode Available | 0 |
| FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects | Jul 5, 2021 | DeepFake DetectionDetecting Image Manipulation | CodeCode Available | 1 |
| Understanding the Security of Deepfake Detection | Jul 5, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ShapeEditer: a StyleGAN Encoder for Face Swapping | Jun 26, 2021 | AttributeFace Swapping | —Unverified | 0 |
| Detection of Deepfake Videos Using Long Distance Attention | Jun 24, 2021 | Binary ClassificationFace Swapping | —Unverified | 0 |
| Automated Deepfake Detection | Jun 20, 2021 | BIG-bench Machine LearningDeepFake Detection | —Unverified | 0 |
| HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping | Jun 18, 2021 | 3D Face ReconstructionDecoder | CodeCode Available | 1 |
| Wavelet-Packets for Deepfake Image Analysis and Detection | Jun 17, 2021 | Face Swapping | CodeCode Available | 1 |
| Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images | Jun 15, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| SimSwap: An Efficient Framework For High Fidelity Face Swapping | Jun 11, 2021 | Face SwappingVocal Bursts Intensity Prediction | CodeCode Available | 3 |
| Imperceptible Adversarial Examples for Fake Image Detection | Jun 3, 2021 | Face SwappingFake Image Detection | —Unverified | 0 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning | May 28, 2021 | DeepFake DetectionDomain Adaptation | —Unverified | 0 |
| CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes | May 23, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 |
| Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| What's wrong with this video? Comparing Explainers for Deepfake Detection | May 12, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| One Shot Face Swapping on Megapixels | May 11, 2021 | DeepFake DetectionDisentanglement | CodeCode Available | 1 |
| An Examination of Fairness of AI Models for Deepfake Detection | May 2, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deep Insights of Deepfake Technology : A Review | May 1, 2021 | ArticlesFace Swapping | —Unverified | 0 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning | Apr 23, 2021 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection | Apr 20, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |