| Mitigating Unauthorized Speech Synthesis for Voice Protection | Oct 28, 2024 | Data AugmentationFace Swapping | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies | Apr 2, 2025 | Face Swapping | CodeCode Available | 1 |
| Multimodal Forgery Detection Using Ensemble Learning | Nov 7, 2022 | Ensemble LearningFace Swapping | CodeCode Available | 1 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Bts-e: Audio deepfake detection using breathing-talking-silence encoder | May 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 |
| Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images | Apr 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Detecting and Recovering Sequential DeepFake Manipulation | Jul 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 |
| Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset | Oct 13, 2024 | Audio Deepfake DetectionComputational Efficiency | CodeCode Available | 1 |
| Protecting Celebrities from DeepFake with Identity Consistency Transformer | Mar 2, 2022 | Face Swapping | CodeCode Available | 1 |
| Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization | Jun 29, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Recent Advances on Generalizable Diffusion-generated Image Detection | Feb 27, 2025 | DiversityFace Swapping | CodeCode Available | 1 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Region-Based Optimization in Continual Learning for Audio Deepfake Detection | Dec 16, 2024 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images | Jun 15, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data | Jul 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Robust Sequential DeepFake Detection | Sep 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| An Efficient Temporary Deepfake Location Approach Based Embeddings for Partially Spoofed Audio Detection | Sep 6, 2023 | Face Swapping | CodeCode Available | 1 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Defense Against Adversarial Attacks on Audio DeepFake Detection | Dec 30, 2022 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation | Oct 1, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Singing Voice Graph Modeling for SingFake Detection | Jun 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Where are we in audio deepfake detection? A systematic analysis over generative and detection models | Oct 6, 2024 | Audio Deepfake DetectionAudio Synthesis | CodeCode Available | 1 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples | Feb 9, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| TALL: Thumbnail Layout for Deepfake Video Detection | Jul 14, 2023 | Face Swapping | CodeCode Available | 1 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 |
| Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization | Oct 26, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 |
| Detecting Deepfakes Without Seeing Any | Nov 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion | Jan 1, 2023 | Face Swapping | CodeCode Available | 1 |
| TT-DF: A Large-Scale Diffusion-Based Dataset and Benchmark for Human Body Forgery Detection | May 13, 2025 | DisentanglementFace Swapping | CodeCode Available | 1 |
| Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 | Mar 4, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FaceOff: A Video-to-Video Face Swapping System | Aug 21, 2022 | Face Swapping | CodeCode Available | 1 |
| Learning Self-Consistency for Deepfake Detection | Dec 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Big Brother is Watching: Proactive Deepfake Detection via Learnable Hidden Face | Apr 15, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization | Sep 2, 2024 | Face SwappingImage Manipulation | —Unverified | 0 |
| Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection | May 22, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake Media Forensics: State of the Art and Challenges Ahead | Aug 1, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Beyond Detection: Visual Realism Assessment of Deepfakes | Jun 9, 2023 | Face Swapping | —Unverified | 0 |
| Anisotropic multiresolution analyses for deepfake detection | Oct 26, 2022 | Audio SynthesisDeepFake Detection | —Unverified | 0 |
| Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection | Mar 3, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices | Mar 26, 2023 | Face Swapping | —Unverified | 0 |
| Beyond Deepfake Images: Detecting AI-Generated Videos | Apr 24, 2024 | Face SwappingFew-Shot Learning | —Unverified | 0 |
