Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception Apr 9, 2025 All Audio Deepfake Detection
Code Code Available 15 Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection Mar 11, 2024 DeepFake Detection Face Swapping
Code Code Available 15 Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization Jun 29, 2023 DeepFake Detection Face Swapping
Code Code Available 15 Exposing Lip-syncing Deepfakes from Mouth Inconsistencies Jan 18, 2024 DeepFake Detection Face Swapping
Code Code Available 15 FaceForensics++: Learning to Detect Manipulated Facial Images Jan 25, 2019 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Detection Scheme Based on Vision Transformer and Distillation Apr 3, 2021 DeepFake Detection Face Swapping
Code Code Available 15 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy Jan 1, 2025 DeepFake Detection Face Swapping
Code Code Available 15 Face Forgery Detection with Elaborate Backbone Sep 25, 2024 DeepFake Detection Face Generation
Code Code Available 15 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy Apr 6, 2024 DeepFake Detection Face Swapping
Code Code Available 15 Detecting and Recovering Sequential DeepFake Manipulation Jul 5, 2022 DeepFake Detection Face Swapping
Code Code Available 15 SONICS: Synthetic Or Not -- Identifying Counterfeit Songs Aug 26, 2024 Audio Deepfake Detection DeepFake Detection
Code Code Available 15 FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects Jul 5, 2021 DeepFake Detection Detecting Image Manipulation
Code Code Available 15 SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge Aug 28, 2024 DeepFake Detection Face Swapping
Code Code Available 15 FSD: An Initial Chinese Dataset for Fake Song Detection Sep 5, 2023 Audio Deepfake Detection DeepFake Detection
Code Code Available 15 GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Jul 21, 2022 DeepFake Detection Face Swapping
Code Code Available 15 Generalizable Deepfake Detection via Effective Local-Global Feature Extraction Jan 25, 2025 DeepFake Detection Face Swapping
Code Code Available 15 Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Sep 27, 2019 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Mar 4, 2025 DeepFake Detection Face Swapping
Code Code Available 15 GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response Oct 12, 2022 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Forensics via An Adversarial Game Mar 25, 2021 Classification DeepFake Detection
Code Code Available 15 HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection Jan 10, 2025 DeepFake Detection Face Swapping
Code Code Available 15 HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods Sep 15, 2023 Audio Deepfake Detection DeepFake Detection
Code Code Available 15 Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Nov 29, 2024 DeepFake Detection Face Swapping
Code Code Available 15 DeepFake MNIST+: A DeepFake Facial Animation Dataset Aug 18, 2021 DeepFake Detection Face Swapping
Code Code Available 15 Aggregating Layers for Deepfake Detection Oct 11, 2022 Binary Classification DeepFake Detection
Code Code Available 05 Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Aug 29, 2024 Attribute Binary Classification
Code Code Available 05 Robust AI-Generated Face Detection with Imbalanced Data May 4, 2025 DeepFake Detection Domain Generalization
Code Code Available 05 Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection May 30, 2025 Audio Deepfake Detection Continual Learning
Code Code Available 05 WWW: Where, Which and Whatever Enhancing Interpretability in Multimodal Deepfake Detection Aug 6, 2024 DeepFake Detection Face Swapping
Code Code Available 05 Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks Jun 25, 2025 DeepFake Detection Face Swapping
Code Code Available 05 Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds May 13, 2021 DeepFake Detection Face Swapping
Code Code Available 05 Penny-Wise and Pound-Foolish in Deepfake Detection Aug 15, 2024 DeepFake Detection Face Swapping
Code Code Available 05 Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics Apr 27, 2024 DeepFake Detection Face Swapping
Code Code Available 05 PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset May 14, 2024 DeepFake Detection Face Swapping
Code Code Available 05 One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection Jun 24, 2024 Audio Deepfake Detection DeepFake Detection
Code Code Available 05 Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture Aug 23, 2024 DeepFake Detection Face Swapping
Code Code Available 05 Practical Manipulation Model for Robust Deepfake Detection Jun 5, 2025 DeepFake Detection Face Swapping
Code Code Available 05 CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection Feb 20, 2024 DeepFake Detection Face Swapping
Code Code Available 05 Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations Jun 1, 2025 DeepFake Detection Face Swapping
Code Code Available 05 Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set Condition Jan 11, 2025 Audio Deepfake Detection Binary Classification
Code Code Available 05 Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection Sep 15, 2023 DeepFake Detection Face Swapping
Code Code Available 05 Measuring the Robustness of Audio Deepfake Detectors Mar 21, 2025 Audio Deepfake Detection Data Augmentation
Code Code Available 05 LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution Apr 10, 2025 class-incremental learning Class Incremental Learning
Code Code Available 05 Preserving AUC Fairness in Learning with Noisy Protected Groups May 24, 2025 DeepFake Detection Face Swapping
Code Code Available 05 Learning Pairwise Interaction for Generalizable DeepFake Detection Feb 26, 2023 Decision Making DeepFake Detection
Code Code Available 05 CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention May 23, 2025 DeepFake Detection Domain Generalization
Code Code Available 05 A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures Nov 25, 2021 Benchmarking DeepFake Detection
Code Code Available 05 Improving the Perturbation-Based Explanation of Deepfake Detectors Through the Use of Adversarially-Generated Samples Feb 6, 2025 Benchmarking DeepFake Detection
Code Code Available 05 2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems Aug 26, 2024 Adversarial Attack DeepFake Detection
Code Code Available 05 Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Dec 13, 2023 DeepFake Detection Face Swapping
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