| NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping | Mar 24, 2025 | Face SwappingImage Reconstruction | —Unverified | 0 |
| Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching | Mar 23, 2025 | Anomaly DetectionDeepFake Detection | —Unverified | 0 |
| Measuring the Robustness of Audio Deepfake Detectors | Mar 21, 2025 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 |
| TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data | Mar 20, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Unlocking the Capabilities of Vision-Language Models for Generalizable and Explainable Deepfake Detection | Mar 19, 2025 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| TruthLens:A Training-Free Paradigm for DeepFake Detection | Mar 19, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| ExDDV: A New Dataset for Explainable Deepfake Detection in Video | Mar 18, 2025 | DeepFake DetectionExplainable Models | CodeCode Available | 1 |
| Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN | Mar 16, 2025 | DeepFake DetectionFace Detection | —Unverified | 0 |
| Deepfake Detection of Face Images based on a Convolutional Neural Network | Mar 14, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| VoD: Learning Volume of Differences for Video-Based Deepfake Detection | Mar 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models | Mar 8, 2025 | AttributeDeepFake Detection | —Unverified | 0 |
| Collaborative Evaluation of Deepfake Text with Deliberation-Enhancing Dialogue Systems | Mar 6, 2025 | ChatbotDiversity | —Unverified | 0 |
| Reduced Spatial Dependency for More General Video-level Deepfake Detection | Mar 5, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake Detection via Knowledge Injection | Mar 4, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 | Mar 4, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DeePen: Penetration Testing for Audio Deepfake Detection | Feb 27, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Recent Advances on Generalizable Diffusion-generated Image Detection | Feb 27, 2025 | DiversityFace Swapping | CodeCode Available | 1 |
| GHOST 2.0: generative high-fidelity one shot transfer of heads | Feb 25, 2025 | Face Swapping | —Unverified | 0 |
| Steganography Beyond Space-Time with Chain of Multimodal AI | Feb 25, 2025 | Face SwappingText Generation | —Unverified | 0 |
| DiffFake: Exposing Deepfakes using Differential Anomaly Detection | Feb 22, 2025 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Methods and Trends in Detecting Generated Images: A Comprehensive Review | Feb 21, 2025 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| Lightweight Deepfake Detection Based on Multi-Feature Fusion | Feb 17, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias | Feb 16, 2025 | Face SwappingFairness | —Unverified | 0 |
| Do Deepfake Detectors Work in Reality? | Feb 15, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Generalizable speech deepfake detection via meta-learned LoRA | Feb 15, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation | Feb 15, 2025 | Face Swapping | —Unverified | 0 |
| CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features | Feb 15, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Labeling Synthetic Content: User Perceptions of Warning Label Designs for AI-generated Content on Social Media | Feb 14, 2025 | Face Swapping | —Unverified | 0 |
| A Preliminary Exploration with GPT-4o Voice Mode | Feb 14, 2025 | Age ClassificationAudio Deepfake Detection | —Unverified | 0 |
| Face Deepfakes - A Comprehensive Review | Feb 13, 2025 | Face Swapping | —Unverified | 0 |
| ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech | Feb 13, 2025 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops | Feb 13, 2025 | Face SwappingPhoneme Recognition | —Unverified | 0 |
| Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection | Feb 11, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Improving the Perturbation-Based Explanation of Deepfake Detectors Through the Use of Adversarially-Generated Samples | Feb 6, 2025 | BenchmarkingDeepFake Detection | CodeCode Available | 0 |
| XAttnMark: Learning Robust Audio Watermarking with Cross-Attention | Feb 6, 2025 | Audio SynthesisFace Swapping | —Unverified | 0 |
| REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations | Feb 5, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection | Feb 5, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Deepfake Detection of Singing Voices With Whisper Encodings | Jan 31, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Extending Information Bottleneck Attribution to Video Sequences | Jan 28, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| DFCon: Attention-Driven Supervised Contrastive Learning for Robust Deepfake Detection | Jan 28, 2025 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Classifying Deepfakes Using Swin Transformers | Jan 26, 2025 | DeepFake DetectionFace Detection | —Unverified | 0 |
| Generalizable Deepfake Detection via Effective Local-Global Feature Extraction | Jan 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust | Jan 24, 2025 | Face SwappingMisinformation | —Unverified | 0 |
| Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation | Jan 24, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain | Jan 23, 2025 | Audio Deepfake DetectionDecision Making | —Unverified | 0 |
| GC-ConsFlow: Leveraging Optical Flow Residuals and Global Context for Robust Deepfake Detection | Jan 23, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A Lightweight and Interpretable Deepfakes Detection Framework | Jan 21, 2025 | Face Swapping | —Unverified | 0 |
| WMamba: Wavelet-based Mamba for Face Forgery Detection | Jan 16, 2025 | Face SwappingMamba | —Unverified | 0 |
| DynamicFace: High-Quality and Consistent Video Face Swapping using Composable 3D Facial Priors | Jan 15, 2025 | Face Swapping | —Unverified | 0 |
| Audio-Visual Deepfake Detection With Local Temporal Inconsistencies | Jan 14, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |