| Lip Sync Matters: A Novel Multimodal Forgery Detector | Nov 7, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Deep Convolutional Pooling Transformer for Deepfake Detection | Sep 12, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Decoupling Forgery Semantics for Generalizable Deepfake Detection | Jun 14, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Learning Disentangled Representation for One-shot Progressive Face Swapping | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 0 | 5 |
| Learning Pairwise Interaction for Generalizable DeepFake Detection | Feb 26, 2023 | Decision MakingDeepFake Detection | CodeCode Available | 0 | 5 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Penny-Wise and Pound-Foolish in Deepfake Detection | Aug 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations | Dec 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis | Sep 20, 2024 | Face SwappingSpeech Synthesis | CodeCode Available | 0 | 5 |
| Improving the Perturbation-Based Explanation of Deepfake Detectors Through the Use of Adversarially-Generated Samples | Feb 6, 2025 | BenchmarkingDeepFake Detection | CodeCode Available | 0 | 5 |
| Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection | Sep 29, 2021 | Face Swapping | CodeCode Available | 0 | 5 |
| How Generalizable are Deepfake Image Detectors? An Empirical Study | Aug 8, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation | Jul 6, 2021 | Continual LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection | Jun 28, 2024 | Face Swappingvalid | CodeCode Available | 0 | 5 |
| Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization | Nov 12, 2024 | Adversarial RobustnessDeepFake Detection | CodeCode Available | 0 | 5 |
| Generated Graph Detection | Jun 13, 2023 | Data AugmentationFace Swapping | CodeCode Available | 0 | 5 |
| GM-DF: Generalized Multi-Scenario Deepfake Detection | Jun 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Herd Mentality in Augmentation -- Not a Good Idea! A Robust Multi-stage Approach towards Deepfake Detection | Oct 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| FSGAN: Subject Agnostic Face Swapping and Reenactment | Aug 16, 2019 | Face ReenactmentFace Swapping | CodeCode Available | 0 | 5 |
| Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 | 5 |
| Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake | Mar 31, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 | 5 |
| Latent Space Factorisation and Manipulation via Matrix Subspace Projection | Jul 26, 2019 | AttributeFace Generation | CodeCode Available | 0 | 5 |
| Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes | May 29, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 | 5 |
| Aggregating Layers for Deepfake Detection | Oct 11, 2022 | Binary ClassificationDeepFake Detection | CodeCode Available | 0 | 5 |
