| CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention | May 23, 2025 | DeepFake DetectionDomain Generalization | CodeCode Available | 0 |
| DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization | Nov 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Latent Space Factorisation and Manipulation via Matrix Subspace Projection | Jul 26, 2019 | AttributeFace Generation | CodeCode Available | 0 |
| Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile | Mar 8, 2024 | Contrastive LearningFace Swapping | CodeCode Available | 0 |
| Diffuse or Confuse: A Diffusion Deepfake Speech Dataset | Oct 9, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection | Sep 3, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Block shuffling learning for Deepfake Detection | Feb 6, 2022 | DeepFake DetectionFace Detection | CodeCode Available | 0 |
| Deep Convolutional Pooling Transformer for Deepfake Detection | Sep 12, 2022 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations | Dec 13, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| UNTAG: LEARNING GENERIC FEATURES FOR UNSUPERVISED TYPE-AGNOSTIC DEEPFAKE DETECTION | Jun 4, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| VoD: Learning Volume of Differences for Video-Based Deepfake Detection | Mar 10, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature | Jun 4, 2024 | Face Swapping | CodeCode Available | 0 |
| Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion | May 25, 2023 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| Improving the Perturbation-Based Explanation of Deepfake Detectors Through the Use of Adversarially-Generated Samples | Feb 6, 2025 | BenchmarkingDeepFake Detection | CodeCode Available | 0 |
| An adversarial attack approach for eXplainable AI evaluation on deepfake detection models | Dec 8, 2023 | Adversarial AttackDeepFake Detection | CodeCode Available | 0 |
| 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 |
| Does Human Collaboration Enhance the Accuracy of Identifying LLM-Generated Deepfake Texts? | Apr 3, 2023 | Face SwappingHuman Detection | CodeCode Available | 0 |
| DFGC-VRA: DeepFake Game Competition on Visual Realism Assessment | Sep 1, 2023 | Face Swapping | CodeCode Available | 0 |
| Decoupling Forgery Semantics for Generalizable Deepfake Detection | Jun 14, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Detecting Musical Deepfakes | May 3, 2025 | Face Swapping | CodeCode Available | 0 |
| Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection | Sep 29, 2021 | Face Swapping | CodeCode Available | 0 |
| How Generalizable are Deepfake Image Detectors? An Empirical Study | Aug 8, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators | May 6, 2025 | Face Swappingparameter-efficient fine-tuning | CodeCode Available | 0 |
| Vulnerability-Aware Spatio-Temporal Learning for Generalizable and Interpretable Deepfake Video Detection | Jan 2, 2025 | Face SwappingMulti-Task Learning | CodeCode Available | 0 |
| Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake | Mar 31, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection | May 30, 2025 | Audio Deepfake DetectionContinual Learning | CodeCode Available | 0 |
| WWW: Where, Which and Whatever Enhancing Interpretability in Multimodal Deepfake Detection | Aug 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| XAI-Based Detection of Adversarial Attacks on Deepfake Detectors | Mar 5, 2024 | Decision MakingDeepFake Detection | CodeCode Available | 0 |
| 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 |
| CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation | Jul 6, 2021 | Continual LearningDomain Adaptation | CodeCode Available | 0 |
| BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset | May 16, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline | Dec 30, 2024 | Cross-Modal RetrievalFace Swapping | CodeCode Available | 0 |
| GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection | Jun 28, 2024 | Face Swappingvalid | CodeCode Available | 0 |
| GM-DF: Generalized Multi-Scenario Deepfake Detection | Jun 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Towards Interactive Deepfake Analysis | Jan 2, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Generated Graph Detection | Jun 13, 2023 | Data AugmentationFace Swapping | CodeCode Available | 0 |
| Robust AI-Generated Face Detection with Imbalanced Data | May 4, 2025 | DeepFake DetectionDomain Generalization | CodeCode Available | 0 |
| Robust Audio Anti-Spoofing with Fusion-Reconstruction Learning on Multi-Order Spectrograms | Aug 18, 2023 | Face Swapping | CodeCode Available | 0 |
| TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes | Jun 6, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| 2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems | Aug 26, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 0 |
| FSGAN: Subject Agnostic Face Swapping and Reenactment | Aug 16, 2019 | Face ReenactmentFace Swapping | CodeCode Available | 0 |
| Generalized Face Forgery Detection via Adaptive Learning for Pre-trained Vision Transformer | Sep 20, 2023 | Face Swapping | CodeCode Available | 0 |
| Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes | May 29, 2025 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| DeepFakes: a New Threat to Face Recognition? Assessment and Detection | Dec 20, 2018 | Constrained Lip-synchronizationFace Recognition | CodeCode Available | 0 |
| TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark | May 31, 2025 | Audio GenerationFace Swapping | CodeCode Available | 0 |
| FAME: A Lightweight Spatio-Temporal Network for Model Attribution of Face-Swap Deepfakes | Jun 13, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction | Jun 13, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection | Feb 20, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |