| Exposing Deepfake with Pixel-wise AR and PPG Correlation from Faint Signals | Oct 29, 2021 | Face SwappingPhotoplethysmography (PPG) | —Unverified | 0 |
| MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection | Oct 7, 2021 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| An Experimental Evaluation on Deepfake Detection using Deep Face Recognition | Oct 4, 2021 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection | Sep 29, 2021 | Face Swapping | CodeCode Available | 0 |
| Video Forgery Detection Using Multiple Cues on Fusion of EfficientNet and Swin Transformer | Sep 29, 2021 | Face SwappingOptical Flow Estimation | —Unverified | 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 |
| Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors | Sep 7, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning | Sep 7, 2021 | BIG-bench Machine LearningFace 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 |
| DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis | Aug 28, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| 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 |
| OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild | Jul 30, 2021 | Face DetectionFace Swapping | —Unverified | 0 |
| 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 |
| CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation | Jul 6, 2021 | Continual LearningDomain Adaptation | CodeCode Available | 0 |
| 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 |
| Imperceptible Adversarial Examples for Fake Image Detection | Jun 3, 2021 | Face SwappingFake Image Detection | —Unverified | 0 |
| FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning | May 28, 2021 | DeepFake DetectionDomain Adaptation | —Unverified | 0 |
| TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds | 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 |
| 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 |
| DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning | Apr 23, 2021 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Towards Measuring Fairness in AI: the Casual Conversations Dataset | Apr 6, 2021 | Age And Gender ClassificationDeepFake Detection | —Unverified | 0 |
| KoDF: A Large-scale Korean DeepFake Detection Dataset | Mar 18, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 |
| DeepFake-o-meter: An Open Platform for DeepFake Detection | Mar 2, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Am I a Real or Fake Celebrity? Measuring Commercial Face Recognition Web APIs under Deepfake Impersonation Attack | Mar 1, 2021 | Face RecognitionFace Swapping | —Unverified | 0 |
| Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward | Feb 25, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| FaceController: Controllable Attribute Editing for Face in the Wild | Feb 23, 2021 | AttributeDisentanglement | —Unverified | 0 |
| The Deepfake Detection Dilemma: A Multistakeholder Exploration of Adversarial Dynamics in Synthetic Media | Feb 11, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Adversarially robust deepfake media detection using fused convolutional neural network predictions | Feb 11, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 |
| Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction | Feb 1, 2021 | Face Swapping | —Unverified | 0 |
| Detecting Deepfake Videos Using Euler Video Magnification | Jan 27, 2021 | Face Swapping | —Unverified | 0 |
| Fighting deepfakes by detecting GAN DCT anomalies | Jan 24, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets | Jan 22, 2021 | Face SwappingSentence | —Unverified | 0 |
| FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios | Jan 9, 2021 | Face Swapping | —Unverified | 0 |
| Exploring Adversarial Fake Images on Face Manifold | Jan 9, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 |
| Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations | Jan 1, 2021 | ClassificationDeepFake Detection | —Unverified | 0 |