| SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks | Jul 17, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM | Jul 16, 2025 | AttributeFace Swapping | —Unverified | 0 |
| CorrDetail: Visual Detail Enhanced Self-Correction for Face Forgery Detection | Jul 7, 2025 | Face SwappingImage Generation | —Unverified | 0 |
| Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection | Jul 3, 2025 | Face Swapping | CodeCode Available | 1 |
| DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios | Jun 29, 2025 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Post-training for Deepfake Speech Detection | Jun 26, 2025 | Face SwappingSelf-Supervised Learning | CodeCode Available | 1 |
| Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks | Jun 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection | Jun 23, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection | Jun 21, 2025 | DeepFake DetectionFace Recognition | —Unverified | 0 |
| Spotting tell-tale visual artifacts in face swapping videos: strengths and pitfalls of CNN detectors | Jun 19, 2025 | BenchmarkingFace Swapping | —Unverified | 0 |
| A Watermark for Auto-Regressive Image Generation Models | Jun 13, 2025 | Face SwappingImage Generation | —Unverified | 0 |
| FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes | Jun 13, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| From Sharpness to Better Generalization for Speech Deepfake Detection | Jun 13, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Enhancing Deepfake Detection using SE Block Attention with CNN | Jun 12, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| LLMs Are Not Yet Ready for Deepfake Image Detection | Jun 12, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Unmasking real-world audio deepfakes: A data-centric approach | Jun 11, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization | Jun 10, 2025 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework | Jun 9, 2025 | audio-visual learningDeepFake Detection | —Unverified | 0 |
| Towards Generalized Source Tracing for Codec-Based Deepfake Speech | Jun 8, 2025 | Face Swapping | —Unverified | 0 |
| DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection | Jun 6, 2025 | BenchmarkingDeepFake Detection | —Unverified | 0 |
| TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes | Jun 6, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms | Jun 5, 2025 | Face SwappingMisinformation | CodeCode Available | 0 |
| Practical Manipulation Model for Robust Deepfake Detection | Jun 5, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| AuthGuard: Generalizable Deepfake Detection via Language Guidance | Jun 4, 2025 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations | Jun 3, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Towards Source Attribution of Singing Voice Deepfake with Multimodal Foundation Models | Jun 3, 2025 | Face Swapping | CodeCode Available | 0 |
| PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing | Jun 3, 2025 | Face Swapping | —Unverified | 0 |
| Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion | Jun 2, 2025 | Face SwappingMetric Learning | —Unverified | 0 |
| Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations | Jun 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark | May 31, 2025 | Audio GenerationFace Swapping | CodeCode Available | 0 |
| TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection | May 30, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Benchmarking Foundation Models for Zero-Shot Biometric Tasks | May 30, 2025 | AttributeBenchmarking | —Unverified | 0 |
| Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection | May 30, 2025 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 0 |
| Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes | May 29, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis | May 26, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes | May 26, 2025 | DeepFake DetectionFace Generation | —Unverified | 0 |
| STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution | May 26, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark | May 25, 2025 | Face Swapping | —Unverified | 0 |
| EnvSDD: Benchmarking Environmental Sound Deepfake Detection | May 25, 2025 | Audio Deepfake DetectionAudio Generation | —Unverified | 0 |
| Preserving AUC Fairness in Learning with Noisy Protected Groups | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| HyperFake: Hyperspectral Reconstruction and Attention-Guided Analysis for Advanced Deepfake Detection | May 24, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation | May 24, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention | May 23, 2025 | DeepFake DetectionDomain Generalization | CodeCode Available | 0 |
| What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection | May 23, 2025 | Face SwappingSensitivity | —Unverified | 0 |
| Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection | May 22, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping | May 21, 2025 | Face SwappingImage Manipulation | —Unverified | 0 |
| CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation | May 21, 2025 | cross-modal alignmentDeepFake Detection | —Unverified | 0 |
| Replay Attacks Against Audio Deepfake Detection | May 20, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection | May 20, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Forensic deepfake audio detection using segmental speech features | May 20, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |