| Facial Features Matter: a Dynamic Watermark based Proactive Deepfake Detection Approach | Nov 22, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Time Step Generating: A Universal Synthesized Deepfake Image Detector | Nov 17, 2024 | DenoisingFace Swapping | CodeCode Available | 0 |
| DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization | Nov 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception | Nov 14, 2024 | DeepFake DetectionFace Swapping | —Unverified | 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 |
| Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights | Nov 12, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Toward Transdisciplinary Approaches to Audio Deepfake Discernment | Nov 8, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Impact of Fake News on Social Media Towards Public Users of Different Age Groups | Nov 8, 2024 | Face Swapping | —Unverified | 0 |
| A Quality-Centric Framework for Generic Deepfake Detection | Nov 8, 2024 | Data AugmentationDeepFake Detection | —Unverified | 0 |
| Unexploited Information Value in Human-AI Collaboration | Nov 3, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Face Anonymization Made Simple | Nov 1, 2024 | AttributeFace Anonymization | CodeCode Available | 3 |
| I Can Hear You: Selective Robust Training for Deepfake Audio Detection | Oct 31, 2024 | Face Swapping | —Unverified | 0 |
| DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection | Oct 31, 2024 | DecoderDeepFake Detection | —Unverified | 0 |
| FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images | Oct 30, 2024 | Face Swapping | CodeCode Available | 1 |
| FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection | Oct 29, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier | Oct 28, 2024 | Audio Deepfake DetectionAudio Generation | CodeCode Available | 2 |
| Mitigating Unauthorized Speech Synthesis for Voice Protection | Oct 28, 2024 | Data AugmentationFace Swapping | CodeCode Available | 1 |
| Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes | Oct 27, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks | Oct 24, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation | Oct 19, 2024 | DecoderFace Swapping | —Unverified | 0 |
| Towards General Deepfake Detection with Dynamic Curriculum | Oct 15, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection | Oct 14, 2024 | DeepFake DetectionDisentanglement | —Unverified | 0 |
| Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset | Oct 13, 2024 | Audio Deepfake DetectionComputational Efficiency | CodeCode Available | 1 |
| Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection | Oct 11, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deepfake detection in videos with multiple faces using geometric-fakeness features | Oct 10, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| DPL: Cross-quality DeepFake Detection via Dual Progressive Learning | Oct 10, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap | Oct 9, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge | Oct 9, 2024 | Audio Deepfake DetectionContrastive Learning | —Unverified | 0 |
| Can DeepFake Speech be Reliably Detected? | Oct 9, 2024 | Face SwappingMisinformation | —Unverified | 0 |
| Diffuse or Confuse: A Diffusion Deepfake Speech Dataset | Oct 9, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| X^2-DFD: A framework for eXplainable and eXtendable Deepfake Detection | Oct 8, 2024 | DeepFake DetectionFace Swapping | —Unverified | 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 |
| Where are we in audio deepfake detection? A systematic analysis over generative and detection models | Oct 6, 2024 | Audio Deepfake DetectionAudio Synthesis | CodeCode Available | 1 |
| DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion | Oct 6, 2024 | DeepFake DetectionDomain Generalization | CodeCode Available | 2 |
| Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection | Oct 5, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A Multimodal Framework for Deepfake Detection | Oct 4, 2024 | Audio ClassificationDeepFake Detection | —Unverified | 0 |
| FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models | Oct 3, 2024 | Face SwappingImage Forgery Detection | —Unverified | 0 |
| Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking | Oct 2, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Augmentation through Laundering Attacks for Audio Spoof Detection | Oct 1, 2024 | Data AugmentationFace Swapping | —Unverified | 0 |
| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 |
| Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis | Sep 29, 2024 | AttributeAuxiliary Learning | —Unverified | 0 |
| CausalVE: Face Video Privacy Encryption via Causal Video Prediction | Sep 28, 2024 | Face SwappingRecommendation Systems | —Unverified | 0 |
| Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection | Sep 26, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| A Hybrid Quantum-Classical AI-Based Detection Strategy for Generative Adversarial Network-Based Deepfake Attacks on an Autonomous Vehicle Traffic Sign Classification System | Sep 25, 2024 | Autonomous VehiclesDeepFake Detection | —Unverified | 0 |
| Face Forgery Detection with Elaborate Backbone | Sep 25, 2024 | DeepFake DetectionFace Generation | CodeCode Available | 1 |
| Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection | Sep 24, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Leveraging Mixture of Experts for Improved Speech Deepfake Detection | Sep 24, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Room Impulse Responses help attackers to evade Deep Fake Detection | Sep 23, 2024 | Face Swapping | —Unverified | 0 |
| Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection | Sep 22, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Deep Learning Technology for Face Forgery Detection: A Survey | Sep 22, 2024 | DeepFake DetectionDeep Learning | —Unverified | 0 |