| USTC-KXDIGIT System Description for ASVspoof5 Challenge | Sep 3, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| UVL2: A Unified Framework for Video Tampering Localization | Sep 28, 2023 | Face SwappingVideo Editing | —Unverified | 0 | 0 |
| Video Forgery Detection Using Multiple Cues on Fusion of EfficientNet and Swin Transformer | Sep 29, 2021 | Face SwappingOptical Flow Estimation | —Unverified | 0 | 0 |
| Video Transformer for Deepfake Detection with Incremental Learning | Aug 11, 2021 | 3D Face ReconstructionDeepFake Detection | —Unverified | 0 | 0 |
| Visual Watermarking in the Era of Diffusion Models: Advances and Challenges | May 13, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping | Dec 15, 2024 | 3D ReconstructionAttribute | —Unverified | 0 | 0 |
| VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models | Mar 8, 2025 | AttributeDeepFake Detection | —Unverified | 0 | 0 |
| VoiceWukong: Benchmarking Deepfake Voice Detection | Sep 10, 2024 | BenchmarkingFace Swapping | —Unverified | 0 | 0 |
| Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes | Nov 29, 2023 | Face RecognitionFace Swapping | —Unverified | 0 | 0 |
| Vulnerability of Face Recognition to Deep Morphing | Oct 3, 2019 | Face RecognitionFace Swapping | —Unverified | 0 | 0 |
| Wallcamera: Reinventing the Wheel? | Jul 22, 2024 | Activity RecognitionFace Swapping | —Unverified | 0 | 0 |
| Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models | Mar 23, 2023 | Face IdentificationFace Swapping | —Unverified | 0 | 0 |
| What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain | Jan 23, 2025 | Audio Deepfake DetectionDecision Making | —Unverified | 0 | 0 |
| What's wrong with this video? Comparing Explainers for Deepfake Detection | May 12, 2021 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| What You Read Isn't What You Hear: Linguistic Sensitivity in Deepfake Speech Detection | May 23, 2025 | Face SwappingSensitivity | —Unverified | 0 | 0 |
| When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection | Sep 27, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted | May 13, 2025 | Face Swapping | —Unverified | 0 | 0 |
| Why Do Facial Deepfake Detectors Fail? | Feb 25, 2023 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| WMamba: Wavelet-based Mamba for Face Forgery Detection | Jan 16, 2025 | Face SwappingMamba | —Unverified | 0 | 0 |
| WordSig: QR streams enabling platform-independent self-identification that's impossible to deepfake | Jul 15, 2022 | Face Swapping | —Unverified | 0 | 0 |
| XAttnMark: Learning Robust Audio Watermarking with Cross-Attention | Feb 6, 2025 | Audio SynthesisFace Swapping | —Unverified | 0 | 0 |
| X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models | May 16, 2025 | Face SwappingSSIM | —Unverified | 0 | 0 |
| The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception | Jun 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Limits of Deepfake Detection: A Robust Estimation Viewpoint | May 9, 2019 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection | Aug 3, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation | Aug 4, 2024 | DenoisingDiversity | —Unverified | 0 | 0 |
| ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer | Aug 6, 2024 | Face Swapping | —Unverified | 0 | 0 |
| ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection | May 16, 2025 | Audio Deepfake DetectionAudio Question Answering | —Unverified | 0 | 0 |
| MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark | May 16, 2025 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation | May 16, 2025 | Binary ClassificationFace Swapping | —Unverified | 0 | 0 |
| 3D-Aware Face Swapping | Jan 1, 2023 | AttributeFace Swapping | —Unverified | 0 | 0 |
| A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation | May 24, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge | Aug 30, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Active Fake: DeepFake Camouflage | Sep 5, 2024 | Face Swapping | —Unverified | 0 | 0 |
| Adaptive re-calibration of channel-wise features for Adversarial Audio Classification | Oct 21, 2022 | Audio ClassificationFace Swapping | —Unverified | 0 | 0 |
| A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations | Jun 3, 2025 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 | 0 |
| ADD 2022: the First Audio Deep Synthesis Detection Challenge | Feb 17, 2022 | Audio Deepfake DetectionAudio Generation | —Unverified | 0 | 0 |
| ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild | Aug 9, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 | 0 |
| A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures | Nov 25, 2021 | BenchmarkingDeepFake Detection | —Unverified | 0 | 0 |
| Advancing Continual Learning for Robust Deepfake Audio Classification | Jul 14, 2024 | Audio ClassificationClassification | —Unverified | 0 | 0 |
| Advancing High Fidelity Identity Swapping for Forgery Detection | Jun 1, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning | Feb 6, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Adversarially robust deepfake media detection using fused convolutional neural network predictions | Feb 11, 2021 | Adversarial AttackDeepFake Detection | —Unverified | 0 | 0 |
| Adversarial Threats to DeepFake Detection: A Practical Perspective | Nov 19, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task | Jun 12, 2020 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features | Jul 28, 2022 | DeepFake DetectionFace Swapping | —Unverified | 0 | 0 |
| A Hybrid Quantum-Classical AI-Based Detection Strategy for Generative Adversarial Network-Based Deepfake Attacks on an Autonomous Vehicle Traffic Sign Classification System | Sep 25, 2024 | Autonomous VehiclesDeepFake Detection | —Unverified | 0 | 0 |
| GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions | Dec 24, 2023 | Decision MakingDeepFake Detection | —Unverified | 0 | 0 |
| A Large-scale Interpretable Multi-modality Benchmark for Facial Image Forgery Localization | Dec 27, 2024 | Face SwappingImage Segmentation | —Unverified | 0 | 0 |
| A Lightweight and Interpretable Deepfakes Detection Framework | Jan 21, 2025 | Face Swapping | —Unverified | 0 | 0 |