| 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 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| 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 |
| Towards Interactive Deepfake Analysis | Jan 2, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection | Jan 2, 2025 | Face SwappingMulti-Task Learning | CodeCode Available | 0 |
| DynamicLip: Shape-Independent Continuous Authentication via Lip Articulator Dynamics | Jan 2, 2025 | Face Swapping | —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 |
| FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing | Jan 1, 2025 | DeepFake DetectionDomain Generalization | —Unverified | 0 |
| Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model | Jan 1, 2025 | DecoderDeepFake Detection | CodeCode Available | 1 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Jan 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Knowledge-Guided Prompt Learning for Deepfake Facial Image Detection | Jan 1, 2025 | Face SwappingPrompt Learning | —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 |
| FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning | Dec 16, 2024 | DeepFake Detectiondiffusion-generated faces detection | CodeCode Available | 2 |
| Region-Based Optimization in Continual Learning for Audio Deepfake Detection | Dec 16, 2024 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 1 |
| 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 |
| SegFace: Face Segmentation of Long-Tail Classes | Dec 11, 2024 | Face ParsingFace Swapping | CodeCode Available | 2 |
| 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 |
| Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics | Dec 7, 2024 | Adversarial RobustnessDeepFake Detection | —Unverified | 0 |
| Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures | Dec 7, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model | Dec 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Is JPEG AI going to change image forensics? | Dec 4, 2024 | Face SwappingImage Compression | CodeCode Available | 1 |
| Reject Threshold Adaptation for Open-Set Model Attribution of Deepfake Audio | Dec 2, 2024 | Face Swapping | —Unverified | 0 |
| Exploring the Robustness of AI-Driven Tools in Digital Forensics: A Preliminary Study | Dec 2, 2024 | Face Swapping | —Unverified | 0 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook | Nov 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models | Nov 28, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| HiFiVFS: High Fidelity Video Face Swapping | Nov 27, 2024 | AttributeFace Swapping | —Unverified | 0 |
| Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey | Nov 26, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| RealSeal: Revolutionizing Media Authentication with Real-Time Realism Scoring | Nov 26, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks | Nov 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DiffBreak: Is Diffusion-Based Purification Robust? | Nov 25, 2024 | Face Swapping | CodeCode Available | 1 |
| Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection | Nov 23, 2024 | Face SwappingSynthetic Image Detection | CodeCode Available | 5 |
| Hindi audio-video-Deepfake (HAV-DF): A Hindi language-based Audio-video Deepfake Dataset | Nov 23, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |