Masked Relation Learning for DeepFake Detection Feb 27, 2023 Binary Classification DeepFake Detection
Code Code Available 15 Detecting Deepfakes Without Seeing Any Nov 2, 2023 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 Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception Apr 9, 2025 All Audio Deepfake Detection
Code Code Available 15 Defense Against Adversarial Attacks on Audio DeepFake Detection Dec 30, 2022 Audio Deepfake Detection DeepFake Detection
Code Code Available 15 Frequency Masking for Universal Deepfake Detection Jan 12, 2024 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 GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Jul 21, 2022 DeepFake Detection Face Swapping
Code Code Available 15 GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning Feb 3, 2024 Benchmarking DeepFake Detection
Code Code Available 15 Generalized Source Tracing: Detecting Novel Audio Deepfake Algorithm with Real Emphasis and Fake Dispersion Strategy Jun 5, 2024 Audio Deepfake Detection DeepFake Detection
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 Adversarial Magnification to Deceive Deepfake Detection through Super Resolution Jul 2, 2024 Adversarial Attack DeepFake Detection
Code Code Available 15 Improved DeepFake Detection Using Whisper Features Jun 2, 2023 Automatic Speech Recognition DeepFake Detection
Code Code Available 15 DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available 15 Analyzing Fairness in Deepfake Detection With Massively Annotated Databases Aug 11, 2022 Attribute Decision Making
Code Code Available 15 Contrastive Learning of Global-Local Video Representations Apr 7, 2021 Classification Contrastive Learning
Code Code Available 15 Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Jun 27, 2022 Audio Deepfake Detection DeepFake Detection
Code Code Available 15 Contrastive Pseudo Learning for Open-World DeepFake Attribution Sep 20, 2023 DeepFake Detection Face Swapping
Code Code Available 15 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 15 Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation Feb 18, 2021 Data Augmentation DeepFake Detection
Code Code Available 15 Countering Malicious DeepFakes: Survey, Battleground, and Horizon Feb 27, 2021 DeepFake Detection Face Swapping
Code Code Available 15 Is Synthetic Voice Detection Research Going Into the Right Direction? Jun 19, 2022 DeepFake Detection fake voice detection
Code Code Available 15 MesoNet: a Compact Facial Video Forgery Detection Network Sep 4, 2018 DeepFake Detection Face Swapping
Code Code Available 15 ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection Jan 23, 2023 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Video Detection Using Generative Convolutional Vision Transformer Jul 13, 2023 DeepFake Detection Face Swapping
Code Code Available 15 CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection Jun 4, 2024 DeepFake Detection Diversity
Code Code Available 15 DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation Oct 1, 2020 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Videos in the Wild: Analysis and Detection Mar 7, 2021 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Network Architecture Attribution Feb 28, 2022 Attribute DeepFake Detection
Code Code Available 15 A Convolutional LSTM based Residual Network for Deepfake Video Detection Sep 16, 2020 DeepFake Detection Face Swapping
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 DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Dec 7, 2023 DeepFake Detection Face Swapping
Code Code Available 15 DefakeHop: A Light-Weight High-Performance Deepfake Detector Mar 11, 2021 DeepFake Detection Dimensionality Reduction
Code Code Available 15 A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Oct 1, 2024 Common Sense Reasoning DeepFake Detection
Code Code Available 15 Face Forgery Detection with Elaborate Backbone Sep 25, 2024 DeepFake Detection Face Generation
Code Code Available 15 DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Jun 1, 2023 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 DeCLIP: Decoding CLIP representations for deepfake localization Sep 12, 2024 Decoder DeepFake Detection
Code Code Available 15 Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation Feb 24, 2022 Audio Deepfake Detection Data Augmentation
Code Code Available 15 Audio-Visual Person-of-Interest DeepFake Detection Apr 6, 2022 Contrastive Learning DeepFake Detection
Code Code Available 15 AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection Dec 14, 2023 Adversarial Attack Attribute
Code Code Available 15 Deepfake Video Detection Using Convolutional Vision Transformer Feb 22, 2021 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 Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders Oct 31, 2023 DeepFake Detection Face Swapping
Code Code Available 15 AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Nov 26, 2023 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 Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection Mar 11, 2024 DeepFake Detection Face Swapping
Code Code Available 15 Deepfake Detection using Spatiotemporal Convolutional Networks Jun 26, 2020 DeepFake Detection Face Swapping
Code Code Available 15 AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies Mar 22, 2024 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
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