| Learning Disentangled Representation for One-shot Progressive Face Swapping | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 0 |
| Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection | Mar 23, 2022 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| A New Approach to Improve Learning-based Deepfake Detection in Realistic Conditions | Mar 22, 2022 | Data AugmentationDeepFake Detection | —Unverified | 0 |
| Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack | Mar 22, 2022 | Face Swapping | —Unverified | 0 |
| A Novel Framework for Assessment of Learning-based Detectors in Realistic Conditions with Application to Deepfake Detection | Mar 22, 2022 | Data AugmentationDeepFake Detection | —Unverified | 0 |
| Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images | Mar 18, 2022 | Face SwappingStyle Transfer | —Unverified | 0 |
| Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images | Mar 18, 2022 | Binary ClassificationDeepFake Detection | CodeCode Available | 0 |
| Towards a New Science of Disinformation | Mar 17, 2022 | Face Swapping | —Unverified | 0 |
| Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing | Mar 14, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection | Mar 10, 2022 | Decision MakingFace Detection | —Unverified | 0 |
| Region-Aware Face Swapping | Mar 9, 2022 | Face GenerationFace Swapping | —Unverified | 0 |
| Towards Benchmarking and Evaluating Deepfake Detection | Mar 4, 2022 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge | Mar 3, 2022 | Audio Deepfake DetectionAudio Synthesis | —Unverified | 0 |
| Protecting Celebrities from DeepFake with Identity Consistency Transformer | Mar 2, 2022 | Face Swapping | CodeCode Available | 1 |
| Self-supervised Transformer for Deepfake Detection | Mar 2, 2022 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment | Feb 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations | Feb 28, 2022 | Face SwappingSpeaker Verification | CodeCode Available | 1 |
| Human Detection of Political Speech Deepfakes across Transcripts, Audio, and Video | Feb 25, 2022 | Face SwappingHuman Detection | —Unverified | 0 |
| FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment | Feb 25, 2022 | Face ReenactmentFace Swapping | —Unverified | 0 |
| Model Attribution of Face-swap Deepfake Videos | Feb 25, 2022 | AttributeDecoder | CodeCode Available | 1 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | Feb 24, 2022 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 1 |
| Deepfake Detection for Facial Images with Facemasks | Feb 23, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Seeing is Living? Rethinking the Security of Facial Liveness Verification in the Deepfake Era | Feb 22, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ADD 2022: the First Audio Deep Synthesis Detection Challenge | Feb 17, 2022 | Audio Deepfake DetectionAudio Generation | —Unverified | 0 |
| Robust Deepfake On Unrestricted Media: Generation And Detection | Feb 13, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A Review of Deep Learning-based Approaches for Deepfake Content Detection | Feb 12, 2022 | DeepFake DetectionDeep Learning | —Unverified | 0 |
| D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles | Feb 11, 2022 | Adversarial RobustnessDeepFake Detection | —Unverified | 0 |
| FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations | Feb 7, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A new face swap method for image and video domains: a technical report | Feb 7, 2022 | Action Recognition In VideosFace Recognition | CodeCode Available | 3 |
| Block shuffling learning for Deepfake Detection | Feb 6, 2022 | DeepFake DetectionFace Detection | CodeCode Available | 0 |
| Deepfake pornography as a male gaze on fan culture | Feb 1, 2022 | Cultural Vocal Bursts Intensity PredictionFace Swapping | —Unverified | 0 |
| Crowd-powered Face Manipulation Detection: Fusing Human Examiner Decisions | Jan 31, 2022 | Face SwappingImage Manipulation | —Unverified | 0 |
| Psychophysical Evaluation of Human Performance in Detecting Digital Face Image Manipulations | Jan 28, 2022 | Face RecognitionFace Swapping | —Unverified | 0 |
| MobileFaceSwap: A Lightweight Framework for Video Face Swapping | Jan 11, 2022 | Face SwappingKnowledge Distillation | CodeCode Available | 2 |
| DeepFake Disrupter: The Detector of DeepFake Is My Friend | Jan 1, 2022 | Face Swapping | —Unverified | 0 |
| Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness | Dec 11, 2021 | Contrastive LearningFace Swapping | —Unverified | 0 |
| ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images | Dec 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Physics guided deep learning generative models for crystal materials discovery | Dec 7, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Audio Deepfake Perceptions in College Going Populations | Dec 6, 2021 | Face Swapping | —Unverified | 0 |
| Contrastive Learning of Global and Local Video Representations | Dec 1, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey | Nov 28, 2021 | Face SwappingFake News Detection | —Unverified | 0 |
| A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures | Nov 25, 2021 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| Investigating self-supervised front ends for speech spoofing countermeasures | Nov 15, 2021 | Face Swapping | CodeCode Available | 1 |
| FakeTransformer: Exposing Face Forgery From Spatial-Temporal Representation Modeled By Facial Pixel Variations | Nov 15, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors | Nov 14, 2021 | DeepFake DetectionDenoising | —Unverified | 0 |
| WaveFake: A Data Set to Facilitate Audio Deepfake Detection | Nov 4, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| 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 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | CodeCode Available | 1 |
| Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack | Oct 6, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 |