Explaining Deepfake Detection by Analysing Image Matching Jul 20, 2022 DeepFake Detection Face Swapping
Code Code Available 1ExDDV: A New Dataset for Explainable Deepfake Detection in Video Mar 18, 2025 DeepFake Detection Explainable Models
Code Code Available 1Face Forgery Detection with Elaborate Backbone Sep 25, 2024 DeepFake Detection Face Generation
Code Code Available 1FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Aug 11, 2021 DeepFake Detection Face Swapping
Code Code Available 1Explaining deep learning models for spoofing and deepfake detection with SHapley Additive exPlanations Oct 7, 2021 DeepFake Detection Explainable artificial intelligence
Code Code Available 1Exploring Temporal Coherence for More General Video Face Forgery Detection Aug 15, 2021 DeepFake Detection
Code Code Available 1Analyzing Fairness in Deepfake Detection With Massively Annotated Databases Aug 11, 2022 Attribute Decision Making
Code Code Available 1Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Jun 27, 2022 Audio Deepfake Detection DeepFake Detection
Code Code Available 1A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 1GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Jul 21, 2022 DeepFake Detection Face Swapping
Code Code Available 1Generalized 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 1FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects Jul 5, 2021 DeepFake Detection Detecting Image Manipulation
Code Code Available 1Wavelet-Driven Generalizable Framework for Deepfake Face Forgery Detection Sep 26, 2024 DeepFake Detection Face Swapping
Code Code Available 1DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection Jun 2, 2024 Binary Classification DeepFake Detection
Code Code Available 1DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available 1Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization Apr 13, 2022 Benchmarking DeepFake Detection
Code Code Available 1BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation May 19, 2025 Binary Classification DeepFake Detection
Code Code Available 1Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Feb 5, 2025 Audio Deepfake Detection DeepFake Detection
Code Code Available 1Detecting Deepfakes Without Seeing Any Nov 2, 2023 DeepFake Detection Face Swapping
Code Code Available 1End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation Apr 29, 2025 Audio Deepfake Detection DeepFake Detection
Code Code Available 1Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization Jun 29, 2023 DeepFake Detection Face Swapping
Code Code Available 1Defense Against Adversarial Attacks on Audio DeepFake Detection Dec 30, 2022 Audio Deepfake Detection DeepFake Detection
Code Code Available 1Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception Apr 9, 2025 All Audio Deepfake Detection
Code Code Available 1DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Dec 7, 2023 DeepFake Detection Face Swapping
Code Code Available 1Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization Aug 2, 2024 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Video Detection Using Convolutional Vision Transformer Feb 22, 2021 DeepFake Detection Face Swapping
Code Code Available 1DefakeHop: A Light-Weight High-Performance Deepfake Detector Mar 11, 2021 DeepFake Detection Dimensionality Reduction
Code Code Available 1Detecting and Recovering Sequential DeepFake Manipulation Jul 5, 2022 DeepFake Detection Face Swapping
Code Code Available 1End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection Jul 27, 2021 Audio Deepfake Detection DeepFake Detection
Code Code Available 1DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation Oct 1, 2020 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Video Detection Using Generative Convolutional Vision Transformer Jul 13, 2023 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Videos in the Wild: Analysis and Detection Mar 7, 2021 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Nov 29, 2024 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Forensics via An Adversarial Game Mar 25, 2021 Classification DeepFake Detection
Code Code Available 1DeepFake MNIST+: A DeepFake Facial Animation Dataset Aug 18, 2021 DeepFake Detection Face Swapping
Code Code Available 1Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data Jul 16, 2020 DeepFake Detection Face Swapping
Code Code Available 1Combining EfficientNet and Vision Transformers for Video Deepfake Detection Jul 6, 2021 DeepFake Detection Face Swapping
Code Code Available 1Bts-e: Audio deepfake detection using breathing-talking-silence encoder May 5, 2023 Audio Deepfake Detection DeepFake Detection
Code Code Available 1CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning Apr 24, 2024 Audio Deepfake Detection Contrastive Learning
Code Code Available 1Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Mar 4, 2025 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Network Architecture Attribution Feb 28, 2022 Attribute DeepFake Detection
Code Code Available 1DFGC 2021: A DeepFake Game Competition Jun 2, 2021 Benchmarking DeepFake Detection
Code Code Available 1Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics Mar 21, 2024 DeepFake Detection Experimental Design
Code Code Available 1AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies Mar 22, 2024 DeepFake Detection Face Swapping
Code Code Available 1Deepfake Detection Scheme Based on Vision Transformer and Distillation Apr 3, 2021 DeepFake Detection Face Swapping
Code Code Available 1Contrastive Learning of Global-Local Video Representations Apr 7, 2021 Classification Contrastive Learning
Code Code Available 1Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Sep 27, 2019 DeepFake Detection Face Swapping
Code Code Available 1AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors Oct 26, 2023 DeepFake Detection Face Swapping
Code Code Available 1Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Nov 29, 2024 Benchmarking DeepFake Detection
Code Code Available 1AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Nov 26, 2023 DeepFake Detection Face Swapping
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