| DFGC 2022: The Second DeepFake Game Competition | Jun 30, 2022 | BenchmarkingFace Swapping | CodeCode Available | 1 |
| FaceForensics++: Learning to Detect Manipulated Facial Images | Jan 25, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation | Feb 24, 2022 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 1 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 |
| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Detecting and Recovering Sequential DeepFake Manipulation | Jul 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape | Apr 24, 2024 | Adversarial AttackFace Swapping | CodeCode Available | 1 |
| AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies | Mar 22, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection | Dec 1, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | CodeCode Available | 1 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 |
| Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection | Feb 5, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 |
| Detecting Deepfakes Without Seeing Any | Nov 2, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| FSD: An Initial Chinese Dataset for Fake Song Detection | Sep 5, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 |
| Explaining Deepfake Detection by Analysing Image Matching | Jul 20, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection | Jul 21, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization | May 3, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response | Oct 12, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection | Jan 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping | Jun 18, 2021 | 3D Face ReconstructionDecoder | CodeCode Available | 1 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods | Sep 15, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Beyond Spatial Frequency: Pixel-wise Temporal Frequency-based Deepfake Video Detection | Jul 3, 2025 | Face Swapping | CodeCode Available | 1 |
| Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation | Feb 9, 2024 | Face SwappingNeRF | CodeCode Available | 1 |
| Deepfake Videos in the Wild: Analysis and Detection | Mar 7, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Convolutional LSTM based Residual Network for Deepfake Video Detection | Sep 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Video Detection Using Generative Convolutional Vision Transformer | Jul 13, 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 |
| Circumventing Concept Erasure Methods For Text-to-Image Generative Models | Aug 3, 2023 | Face SwappingWord Embeddings | CodeCode Available | 1 |
| Adversarial Perturbations Fool Deepfake Detectors | Mar 24, 2020 | Face Swapping | CodeCode Available | 1 |
| DeepFake MNIST+: A DeepFake Facial Animation Dataset | Aug 18, 2021 | DeepFake DetectionFace Swapping | 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 |
| Deepfake Text Detection: Limitations and Opportunities | Oct 17, 2022 | Face SwappingText Detection | CodeCode Available | 1 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 |
| DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection | Jun 1, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials | May 11, 2022 | Continual LearningDeepFake Detection | CodeCode Available | 1 |
| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection | Mar 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 |
