| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 | 5 |
| FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images | Jun 12, 2024 | Face Swapping | CodeCode Available | 1 | 5 |
| Deepfake Detection using Spatiotemporal Convolutional Networks | Jun 26, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Deepfake Detection Scheme Based on Vision Transformer and Distillation | Apr 3, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 | 5 |
| DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection | Jun 1, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| A Convolutional LSTM based Residual Network for Deepfake Video Detection | Sep 16, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects | Jul 5, 2021 | DeepFake DetectionDetecting Image Manipulation | CodeCode Available | 1 | 5 |
| FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection | Dec 1, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Adversarial Perturbations Fool Deepfake Detectors | Mar 24, 2020 | Face Swapping | CodeCode Available | 1 | 5 |
| DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection | Jan 9, 2020 | DiversityFace Swapping | CodeCode Available | 1 | 5 |
| FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset | Aug 11, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 | 5 |
| Fake face detection via adaptive manipulation traces extraction network | May 11, 2020 | Face DetectionFace Swapping | CodeCode Available | 1 | 5 |
| FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network | Jan 5, 2020 | Face SwappingFew-Shot Learning | CodeCode Available | 1 | 5 |
| Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection | Jun 28, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 | 5 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 | 5 |
| A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials | May 11, 2022 | Continual LearningDeepFake Detection | CodeCode Available | 1 | 5 |
| Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics | Sep 27, 2019 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics | Mar 21, 2024 | DeepFake DetectionExperimental Design | CodeCode Available | 1 | 5 |
| Circumventing Concept Erasure Methods For Text-to-Image Generative Models | Aug 3, 2023 | Face SwappingWord Embeddings | CodeCode Available | 1 | 5 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| D^3: Scaling Up Deepfake Detection by Learning from Discrepancy | Apr 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
