| Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection | Nov 19, 2023 | 2D Object DetectionDeepFake Detection | CodeCode Available | 3 |
| Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition | Nov 18, 2023 | Contrastive LearningEmotion Recognition | CodeCode Available | 1 |
| Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors | Nov 17, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning | Nov 13, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Weakly-supervised deepfake localization in diffusion-generated images | Nov 8, 2023 | DeepFake DetectionDenoising | CodeCode Available | 1 |
| MFAAN: Unveiling Audio Deepfakes with a Multi-Feature Authenticity Network | Nov 6, 2023 | Face SwappingMisinformation | —Unverified | 0 |
| AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Video Deepfake Detection | Nov 5, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Robust Identity Perceptual Watermark Against Deepfake Face Swapping | Nov 2, 2023 | DecoderFace Swapping | —Unverified | 0 |
| Detecting Deepfakes Without Seeing Any | Nov 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake detection by exploiting surface anomalies: the SurFake approach | Oct 31, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders | Oct 31, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Dual Defense: Adversarial, Traceable, and Invisible Robust Watermarking against Face Swapping | Oct 25, 2023 | Face SwappingMisinformation | —Unverified | 0 |
| Deepfake Detection: Leveraging the Power of 2D and 3D CNN Ensembles | Oct 25, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| E4S: Fine-grained Face Swapping via Editing With Regional GAN Inversion | Oct 23, 2023 | DisentanglementFace Swapping | CodeCode Available | 1 |
| A Universal Anti-Spoofing Approach for Contactless Fingerprint Biometric Systems | Oct 23, 2023 | Face Swapping | —Unverified | 0 |
| Learning Through AI-Clones: Enhancing Self-Perception and Presentation Performance | Oct 23, 2023 | Face SwappingVoice Cloning | —Unverified | 0 |
| AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection | Oct 19, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ExtSwap: Leveraging Extended Latent Mapper for Generating High Quality Face Swapping | Oct 19, 2023 | AttributeDecoder | CodeCode Available | 1 |
| Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis | Oct 17, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Facial Forgery-based Deepfake Detection using Fine-Grained Features | Oct 10, 2023 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection | Oct 8, 2023 | Face RecognitionFace Swapping | —Unverified | 0 |
| Integrating Audio-Visual Features for Multimodal Deepfake Detection | Oct 5, 2023 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection | Oct 3, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| How Close are Other Computer Vision Tasks to Deepfake Detection? | Oct 2, 2023 | DeepFake DetectionFace Recognition | —Unverified | 0 |
| CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition | Sep 30, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks | Sep 29, 2023 | Adversarial AttackFace Swapping | CodeCode Available | 1 |
| UVL2: A Unified Framework for Video Tampering Localization | Sep 28, 2023 | Face SwappingVideo Editing | —Unverified | 0 |
| Robust Sequential DeepFake Detection | Sep 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Text-image guided Diffusion Model for generating Deepfake celebrity interactions | Sep 26, 2023 | Face Swapping | —Unverified | 0 |
| Detecting and Grounding Multi-Modal Media Manipulation and Beyond | Sep 25, 2023 | Binary ClassificationContrastive Learning | CodeCode Available | 2 |
| TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing Styles | Sep 22, 2023 | Authorship AttributionFace Swapping | CodeCode Available | 0 |
| Deepfake audio as a data augmentation technique for training automatic speech to text transcription models | Sep 22, 2023 | Data AugmentationFace Swapping | —Unverified | 0 |
| ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using Prototype Exploration and Refinement | Sep 20, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Generalized Face Forgery Detection via Adaptive Learning for Pre-trained Vision Transformer | Sep 20, 2023 | Face Swapping | CodeCode Available | 0 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Locate and Verify: A Two-Stream Network for Improved Deepfake Detection | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods | Sep 15, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection | Sep 15, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| SingFake: Singing Voice Deepfake Detection | Sep 14, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention | Sep 12, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning | Sep 12, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Towards generalisable and calibrated synthetic speech detection with self-supervised representations | Sep 11, 2023 | 2kAudio Deepfake Detection | —Unverified | 0 |
| FIVA: Facial Image and Video Anonymization and Anonymization Defense | Sep 8, 2023 | Face AnonymizationFace Swapping | —Unverified | 0 |
| An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially Spoofed Audio Detection | Sep 6, 2023 | Face Swapping | CodeCode Available | 1 |
| Comparative Analysis of Deep-Fake Algorithms | Sep 6, 2023 | Audio-Visual SynchronizationDeepFake Detection | —Unverified | 0 |
| Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models | Sep 5, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FSD: An Initial Chinese Dataset for Fake Song Detection | Sep 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection | Sep 3, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |