| Forensic deepfake audio detection using segmental speech features | May 20, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| Multiscale Adaptive Conflict-Balancing Model For Multimedia Deepfake Detection | May 19, 2025 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Towards Open-world Generalized Deepfake Detection: General Feature Extraction via Unsupervised Domain Adaptation | May 18, 2025 | DeepFake DetectionDomain Adaptation | —Unverified | 0 |
| X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models | May 16, 2025 | Face SwappingSSIM | —Unverified | 0 |
| Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation | May 16, 2025 | Binary ClassificationFace Swapping | —Unverified | 0 |
| BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset | May 16, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark | May 16, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection | May 16, 2025 | Audio Deepfake DetectionAudio Question Answering | —Unverified | 0 |
| ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization | May 16, 2025 | AllDeepFake Detection | CodeCode Available | 2 |
| TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection | May 13, 2025 | DisentanglementFace Swapping | CodeCode Available | 1 |
| FauForensics: Boosting Audio-Visual Deepfake Detection with Facial Action Units | May 13, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks | May 13, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted | May 13, 2025 | Face Swapping | —Unverified | 0 |
| DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art | May 13, 2025 | Contrastive LearningFace Swapping | —Unverified | 0 |
| Visual Watermarking in the Era of Diffusion Models: Advances and Challenges | May 13, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning | May 11, 2025 | Contrastive LearningFace Swapping | CodeCode Available | 1 |
| Unmasking Deep Fakes: Leveraging Deep Learning for Video Authenticity Detection | May 10, 2025 | DeepFake DetectionDeep Learning | —Unverified | 0 |
| Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection | May 8, 2025 | DeepFake DetectionDisentanglement | —Unverified | 0 |
| DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution | May 7, 2025 | Contrastive LearningDisentanglement | —Unverified | 0 |
| Learning Real Facial Concepts for Independent Deepfake Detection | May 7, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators | May 6, 2025 | Face Swappingparameter-efficient fine-tuning | CodeCode Available | 0 |
| MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution | May 4, 2025 | Face SwappingLarge Language Model | —Unverified | 0 |
| Robust AI-Generated Face Detection with Imbalanced Data | May 4, 2025 | DeepFake DetectionDomain Generalization | CodeCode Available | 0 |
| Detecting Musical Deepfakes | May 3, 2025 | Face Swapping | CodeCode Available | 0 |
| AWARE-NET: Adaptive Weighted Averaging for Robust Ensemble Network in Deepfake Detection | May 1, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation | Apr 29, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Balancing Creativity and Automation: The Influence of AI on Modern Film Production and Dissemination | Apr 27, 2025 | DiversityFace Swapping | —Unverified | 0 |
| Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion | Apr 24, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| The Malicious Technical Ecosystem: Exposing Limitations in Technical Governance of AI-Generated Non-Consensual Intimate Images of Adults | Apr 24, 2025 | Face Swapping | —Unverified | 0 |
| DreamID: High-Fidelity and Fast diffusion-based Face Swapping via Triplet ID Group Learning | Apr 20, 2025 | AttributeFace Swapping | CodeCode Available | 2 |
| BMRL: Bi-Modal Guided Multi-Perspective Representation Learning for Zero-Shot Deepfake Attribution | Apr 19, 2025 | AttributeFace Parsing | —Unverified | 0 |
| Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios | Apr 16, 2025 | Audio Deepfake DetectionBenchmarking | —Unverified | 0 |
| Big Brother is Watching: Proactive Deepfake Detection via Learnable Hidden Face | Apr 15, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech Synthesis | Apr 14, 2025 | Face SwappingSpeech Synthesis | CodeCode Available | 1 |
| FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks | Apr 13, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning | Apr 9, 2025 | Action Unit DetectionAge Estimation | —Unverified | 0 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 |
| Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing | Apr 8, 2025 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 2 |
| From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes | Apr 7, 2025 | Face SwappingSpecificity | —Unverified | 0 |
| Comparative Analysis of Deepfake Detection Models: New Approaches and Perspectives | Apr 3, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies | Apr 2, 2025 | Face Swapping | CodeCode Available | 1 |
| Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset | Mar 29, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations | Mar 28, 2025 | Action Unit DetectionFace Swapping | —Unverified | 0 |
| High-Fidelity Diffusion Face Swapping with ID-Constrained Facial Conditioning | Mar 28, 2025 | AttributeFace Swapping | —Unverified | 0 |
| MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence | Mar 26, 2025 | Face SwappingVideo Forensics | —Unverified | 0 |
| Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector | Mar 26, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 2 |
| Can Multi-modal (reasoning) LLMs work as deepfake detectors? | Mar 25, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection | Mar 25, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |