| LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification | Jul 26, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| UniForensics: Face Forgery Detection via General Facial Representation | Jul 26, 2024 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection | Jul 26, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Wallcamera: Reinventing the Wheel? | Jul 22, 2024 | Activity RecognitionFace Swapping | —Unverified | 0 |
| Back-in-Time Diffusion: Unsupervised Detection of Medical Deepfakes | Jul 21, 2024 | Face Swapping | CodeCode Available | 0 |
| Statistics-aware Audio-visual Deepfake Detector | Jul 16, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| GROOT: Generating Robust Watermark for Diffusion-Model-Based Audio Synthesis | Jul 15, 2024 | Audio SynthesisDecoder | —Unverified | 0 |
| Exploring the Impact of Moire Pattern on Deepfake Detectors | Jul 15, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Advancing Continual Learning for Robust Deepfake Audio Classification | Jul 14, 2024 | Audio ClassificationClassification | —Unverified | 0 |
| Source Tracing of Audio Deepfake Systems | Jul 10, 2024 | Face Swappingtext-to-speech | —Unverified | 0 |
| Targeted Augmented Data for Audio Deepfake Detection | Jul 10, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| The Tug-of-War Between Deepfake Generation and Detection | Jul 8, 2024 | Face SwappingMisinformation | —Unverified | 0 |
| On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks | Jul 5, 2024 | Face SwappingText Generation | —Unverified | 0 |
| Adversarial Magnification to Deceive Deepfake Detection through Super Resolution | Jul 2, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 1 |
| SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures | Jul 1, 2024 | Face SwappingMisinformation | CodeCode Available | 0 |
| Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models | Jul 1, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 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 |
| Generalized Deepfake Attribution | Jun 26, 2024 | AttributeFace Swapping | —Unverified | 0 |
| Deepfake tweets automatic detection | Jun 24, 2024 | Face SwappingMisinformation | —Unverified | 0 |
| One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection | Jun 24, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection | Jun 22, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection | Jun 20, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Straight Through Gumbel Softmax Estimator based Bimodal Neural Architecture Search for Audio-Visual Deepfake Detection | Jun 19, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| DF40: Toward Next-Generation Deepfake Detection | Jun 19, 2024 | DeepFake DetectionFace Reenactment | CodeCode Available | 3 |
| Media Forensics and Deepfake Systematic Survey | Jun 19, 2024 | AttributeDeepFake Detection | —Unverified | 0 |
| Decoupling Forgery Semantics for Generalizable Deepfake Detection | Jun 14, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Real-Time Deepfake Detection in the Real-World | Jun 13, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images | Jun 12, 2024 | Face Swapping | CodeCode Available | 1 |
| Continuous fake media detection: adapting deepfake detectors to new generative techniques | Jun 12, 2024 | Continual LearningDeepFake Detection | —Unverified | 0 |
| Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio | Jun 12, 2024 | Audio Deepfake DetectionAudio Generation | —Unverified | 0 |
| CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems | Jun 11, 2024 | Audio SynthesisFace Swapping | —Unverified | 0 |
| Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey | Jun 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 3 |
| Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks | Jun 7, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| Principles of Designing Robust Remote Face Anti-Spoofing Systems | Jun 6, 2024 | Face Anti-SpoofingFace Swapping | —Unverified | 0 |
| Harder or Different? Understanding Generalization of Audio Deepfake Detection | Jun 5, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Singing Voice Graph Modeling for SingFake Detection | Jun 5, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection | Jun 5, 2024 | Contrastive LearningDeepFake Detection | —Unverified | 0 |
| Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy | Jun 5, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Towards Out-of-Distribution Detection in Vocoder Recognition via Latent Feature Reconstruction | Jun 4, 2024 | Contrastive LearningDecoder | —Unverified | 0 |
| CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection | Jun 4, 2024 | DeepFake DetectionDiversity | CodeCode Available | 1 |
| Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature | Jun 4, 2024 | Face Swapping | CodeCode Available | 0 |
| Rank-based No-reference Quality Assessment for Face Swapping | Jun 4, 2024 | Face SwappingImage Quality Assessment | —Unverified | 0 |
| Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation | Jun 4, 2024 | Face SwappingGPU | CodeCode Available | 4 |
| AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark | Jun 2, 2024 | Face SwappingFairness | CodeCode Available | 2 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
| Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake | May 28, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Anonymization Prompt Learning for Facial Privacy-Preserving Text-to-Image Generation | May 27, 2024 | Face SwappingImage Generation | —Unverified | 0 |
| A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation | May 24, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| UnMarker: A Universal Attack on Defensive Image Watermarking | May 14, 2024 | DeepFake DetectionDenoising | CodeCode Available | 3 |