| Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition | Sep 21, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models | Sep 21, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Audio Codec Augmentation for Robust Collaborative Watermarking of Speech Synthesis | Sep 20, 2024 | Face SwappingSpeech Synthesis | CodeCode Available | 0 |
| SpoofCeleb: Speech Deepfake Detection and SASV In The Wild | Sep 18, 2024 | DeepFake DetectionDiversity | —Unverified | 0 |
| Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes | Sep 17, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| SafeEar: Content Privacy-Preserving Audio Deepfake Detection | Sep 14, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 2 |
| DeCLIP: Decoding CLIP representations for deepfake localization | Sep 12, 2024 | DecoderDeepFake Detection | CodeCode Available | 1 |
| SPARK: Self-supervised Personalized Real-time Monocular Face Capture | Sep 12, 2024 | 3D ReconstructionFace Model | —Unverified | 0 |
| 1M-Deepfakes Detection Challenge | Sep 11, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA under Transferable Imperceptible Adversarial Attack | Sep 11, 2024 | Adversarial AttackAudio Synthesis | —Unverified | 0 |
| Realistic and Efficient Face Swapping: A Unified Approach with Diffusion Models | Sep 11, 2024 | DenoisingDisentanglement | CodeCode Available | 2 |
| VoiceWukong: Benchmarking Deepfake Voice Detection | Sep 10, 2024 | BenchmarkingFace Swapping | —Unverified | 0 |
| Investigating Causal Cues: Strengthening Spoofed Audio Detection with Human-Discernible Linguistic Features | Sep 9, 2024 | Causal DiscoveryDeepFake Detection | —Unverified | 0 |
| Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection | Sep 8, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Active Fake: DeepFake Camouflage | Sep 5, 2024 | Face Swapping | —Unverified | 0 |
| Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection | Sep 4, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| USTC-KXDIGIT System Description for ASVspoof5 Challenge | Sep 3, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024 | Sep 3, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization | Sep 2, 2024 | Face SwappingImage Manipulation | —Unverified | 0 |
| Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning | Aug 30, 2024 | Face SwappingImage Forgery Detection | —Unverified | 0 |
| Can We Leave Deepfake Data Behind in Training Deepfake Detector? | Aug 30, 2024 | Face Swapping | —Unverified | 0 |
| AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge | Aug 30, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Tex-ViT: A Generalizable, Robust, Texture-based dual-branch cross-attention deepfake detector | Aug 29, 2024 | Face Swappingimage-classification | —Unverified | 0 |
| Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach | Aug 29, 2024 | AttributeBinary Classification | CodeCode Available | 0 |
| SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge | Aug 28, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Easy, Interpretable, Effective: openSMILE for voice deepfake detection | Aug 28, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| 2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems | Aug 26, 2024 | Adversarial AttackDeepFake Detection | CodeCode Available | 0 |
| Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals | Aug 25, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Guided and Fused: Efficient Frozen CLIP-ViT with Feature Guidance and Multi-Stage Feature Fusion for Generalizable Deepfake Detection | Aug 25, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture | Aug 23, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio? | Aug 20, 2024 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 0 |
| ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge | Aug 19, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection | Aug 19, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 2 |
| FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant | Aug 19, 2024 | DescriptiveFace Swapping | CodeCode Available | 1 |
| ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale | Aug 16, 2024 | Face SwappingSpeaker Verification | —Unverified | 0 |
| Penny-Wise and Pound-Foolish in Deepfake Detection | Aug 15, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| WavLM model ensemble for audio deepfake detection | Aug 14, 2024 | Audio Deepfake DetectionData Augmentation | CodeCode Available | 0 |
| Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies | Aug 13, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| IDRetracor: Towards Visual Forensics Against Malicious Face Swapping | Aug 13, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| ED^4: Explicit Data-level Debiasing for Deepfake Detection | Aug 13, 2024 | DeepFake DetectionDisentanglement | —Unverified | 0 |
| Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge | Aug 13, 2024 | Audio Deepfake DetectionData Augmentation | —Unverified | 0 |
| ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild | Aug 9, 2024 | Audio Deepfake DetectionDeepFake Detection | —Unverified | 0 |
| DeepSpeak Dataset v1.0 | Aug 9, 2024 | Face Swapping | —Unverified | 0 |
| WWW: Where, Which and Whatever Enhancing Interpretability in Multimodal Deepfake Detection | Aug 6, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer | Aug 6, 2024 | Face Swapping | —Unverified | 0 |
| LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation | Aug 4, 2024 | DenoisingDiversity | —Unverified | 0 |
| Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection | Aug 3, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization | Aug 2, 2024 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Deepfake Media Forensics: State of the Art and Challenges Ahead | Aug 1, 2024 | DeepFake DetectionFace Swapping | —Unverified | 0 |
| Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities | Jul 29, 2024 | Contrastive LearningDeepFake Detection | CodeCode Available | 2 |