| A Preliminary Exploration with GPT-4o Voice Mode | Feb 14, 2025 | Age ClassificationAudio Deepfake Detection | —Unverified | 0 |
| SyntheticPop: Attacking Speaker Verification Systems With Synthetic VoicePops | Feb 13, 2025 | Face SwappingPhoneme Recognition | —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 |
| 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 |
| 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 Audio Deepfake Detection via Latent Space Refinement and Augmentation | Jan 24, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Deepfake Technology Unveiled: The Commoditization of AI and Its Impact on Digital Trust | Jan 24, 2025 | Face SwappingMisinformation | —Unverified | 0 |
| GC-ConsFlow: Leveraging Optical Flow Residuals and Global Context for Robust Deepfake Detection | Jan 23, 2025 | DeepFake DetectionFace Swapping | —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 |
| 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 |
| Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models | Jan 13, 2025 | Face SwappingFraud Detection | —Unverified | 0 |
| Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition | Jan 11, 2025 | Audio Deepfake DetectionBinary Classification | CodeCode Available | 0 |
| Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing | Jan 8, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Generating and Detecting Various Types of Fake Image and Audio Content: A Review of Modern Deep Learning Technologies and Tools | Jan 7, 2025 | Face SwappingVoice Conversion | —Unverified | 0 |
| State-of-the-art AI-based Learning Approaches for Deepfake Generation and Detection, Analyzing Opportunities, Threading through Pros, Cons, and Future Prospects | Jan 2, 2025 | BenchmarkingFace Swapping | —Unverified | 0 |
| DynamicLip: Shape-Independent Continuous Authentication via Lip Articulator Dynamics | Jan 2, 2025 | Face Swapping | —Unverified | 0 |
| Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection | Jan 2, 2025 | Face SwappingMulti-Task Learning | CodeCode Available | 0 |
| Towards Interactive Deepfake Analysis | Jan 2, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection | Jan 1, 2025 | Face SwappingPrompt Learning | —Unverified | 0 |
| FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing | Jan 1, 2025 | DeepFake DetectionDomain Generalization | —Unverified | 0 |
| Generalize Your Face Forgery Detectors: An Insertable Adaptation Module Is All You Need | Dec 30, 2024 | AllFace Swapping | —Unverified | 0 |
| Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection | Dec 30, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline | Dec 30, 2024 | Cross-Modal RetrievalFace Swapping | CodeCode Available | 0 |
| Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection | Dec 28, 2024 | Face Swapping | —Unverified | 0 |
| A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization | Dec 27, 2024 | Face SwappingImage Segmentation | —Unverified | 0 |
| Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution | Dec 23, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Data-Driven Fairness Generalization for Deepfake Detection | Dec 21, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers | Dec 19, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection | Dec 18, 2024 | DeepFake DetectionFace Generation | —Unverified | 0 |
| Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes | Dec 17, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content | Dec 16, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping | Dec 15, 2024 | 3D ReconstructionAttribute | —Unverified | 0 |
| FaceShield: Defending Facial Image against Deepfake Threats | Dec 13, 2024 | DeepFake DetectionDenoising | —Unverified | 0 |
| Is it the model or the metric -- On robustness measures of deeplearning models | Dec 13, 2024 | Decision MakingDeepFake Detection | —Unverified | 0 |
| Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection | Dec 12, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| FaceTracer: Unveiling Source Identities from Swapped Face Images and Videos for Fraud Prevention | Dec 11, 2024 | DisentanglementFace Swapping | —Unverified | 0 |
| BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention | Dec 10, 2024 | Face GenerationFace Swapping | —Unverified | 0 |
| DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder | Dec 10, 2024 | Face Swapping | —Unverified | 0 |
| Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures | Dec 7, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics | Dec 7, 2024 | Adversarial RobustnessDeepFake Detection | —Unverified | 0 |