| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception | Apr 9, 2025 | AllAudio Deepfake Detection | CodeCode Available | 1 | 5 |
| Explaining Deepfake Detection by Analysing Image Matching | Jul 20, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection | Dec 14, 2023 | Adversarial AttackAttribute | CodeCode Available | 1 | 5 |
| AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset | Nov 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Video Detection Using Convolutional Vision Transformer | Feb 22, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape | Apr 24, 2024 | Adversarial AttackFace Swapping | CodeCode Available | 1 | 5 |
| AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies | Mar 22, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection | Dec 7, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DefakeHop: A Light-Weight High-Performance Deepfake Detector | Mar 11, 2021 | DeepFake DetectionDimensionality Reduction | CodeCode Available | 1 | 5 |
| Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations | Oct 7, 2021 | DeepFake DetectionExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan | Sep 1, 2021 | Face SwappingSpeaker Verification | CodeCode Available | 1 | 5 |
| Contrastive Learning of Global-Local Video Representations | Apr 7, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection | Feb 5, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 | 5 |
| Detecting and Recovering Sequential DeepFake Manipulation | Jul 5, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Detecting Deepfakes with Metric Learning | Mar 19, 2020 | Data CompressionFace Swapping | CodeCode Available | 1 | 5 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection | Apr 30, 2024 | Audio-Visual SynchronizationDeepFake Detection | CodeCode Available | 1 | 5 |
| DF-RAP: A Robust Adversarial Perturbation for Defending against Deepfakes in Real-world Social Network Scenarios | Mar 5, 2024 | Adversarial RobustnessFace Swapping | CodeCode Available | 1 | 5 |
| DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues | Sep 18, 2023 | Continual LearningContrastive Learning | CodeCode Available | 1 | 5 |
| CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning | Apr 24, 2024 | Audio Deepfake DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion | Jan 1, 2023 | Face Swapping | CodeCode Available | 1 | 5 |
| CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes | May 23, 2021 | Adversarial AttackFace Swapping | CodeCode Available | 1 | 5 |
