DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Jan 1, 2020 Attribute DeepFake Detection
Code Code Available 4DF40: Toward Next-Generation Deepfake Detection Jun 19, 2024 DeepFake Detection Face Reenactment
Code Code Available 3Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey Jun 11, 2024 DeepFake Detection Face Swapping
Code Code Available 3UnMarker: A Universal Attack on Defensive Image Watermarking May 14, 2024 DeepFake Detection Denoising
Code Code Available 3DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection Apr 19, 2024 Benchmarking DeepFake Detection
Code Code Available 3Common Sense Reasoning for Deepfake Detection Jan 31, 2024 Binary Classification Common Sense Reasoning
Code Code Available 3Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection Nov 19, 2023 2D Object Detection DeepFake Detection
Code Code Available 3DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Jul 4, 2023 DeepFake Detection Face Swapping
Code Code Available 3UCF: Uncovering Common Features for Generalizable Deepfake Detection Apr 27, 2023 Binary Classification Decoder
Code Code Available 3ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization May 16, 2025 All DeepFake Detection
Code Code Available 2Nes2Net: A Lightweight Nested Architecture for Foundation Model Driven Speech Anti-spoofing Apr 8, 2025 DeepFake Detection Dimensionality Reduction
Code Code Available 2Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Mar 26, 2025 Binary Classification DeepFake Detection
Code Code Available 2Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection Mar 25, 2025 DeepFake Detection Face Swapping
Code Code Available 2FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning Dec 16, 2024 DeepFake Detection diffusion-generated faces detection
Code Code Available 2SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model Dec 5, 2024 DeepFake Detection Face Swapping
Code Code Available 2Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier Oct 28, 2024 Audio Deepfake Detection Audio Generation
Code Code Available 2DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion Oct 6, 2024 DeepFake Detection Domain Generalization
Code Code Available 2SafeEar: Content Privacy-Preserving Audio Deepfake Detection Sep 14, 2024 Audio Deepfake Detection DeepFake Detection
Code Code Available 21M-Deepfakes Detection Challenge Sep 11, 2024 DeepFake Detection Face Swapping
Code Code Available 2Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024 Sep 3, 2024 DeepFake Detection Face Swapping
Code Code Available 2C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection Aug 19, 2024 DeepFake Detection Face Swapping
Code Code Available 2Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Jul 29, 2024 Contrastive Learning DeepFake Detection
Code Code Available 2Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks Jun 7, 2024 DeepFake Detection Face Swapping
Code Code Available 2DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark May 30, 2024 DeepFake Detection Mamba
Code Code Available 2The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio May 8, 2024 Audio Deepfake Detection Audio Generation
Code Code Available 2Detecting music deepfakes is easy but actually hard May 7, 2024 DeepFake Detection Face Swapping
Code Code Available 2Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Mar 15, 2024 DeepFake Detection Face Swapping
Code Code Available 2Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning Mar 12, 2024 DeepFake Detection Face Swapping
Code Code Available 2Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection Mar 4, 2024 DeepFake Detection Face Swapping
Code Code Available 2Preserving Fairness Generalization in Deepfake Detection Feb 27, 2024 DeepFake Detection Disentanglement
Code Code Available 2Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes Jan 28, 2024 DeepFake Detection Face Swapping
Code Code Available 2LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection Jan 24, 2024 DeepFake Detection Face Swapping
Code Code Available 2Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection Dec 16, 2023 DeepFake Detection Face Swapping
Code Code Available 2Detecting and Grounding Multi-Modal Media Manipulation and Beyond Sep 25, 2023 Binary Classification Contrastive Learning
Code Code Available 2Detecting and Grounding Multi-Modal Media Manipulation Apr 5, 2023 Binary Classification Contrastive Learning
Code Code Available 2MARLIN: Masked Autoencoder for facial video Representation LearnINg Nov 12, 2022 Action Classification Attribute
Code Code Available 2Detecting Deepfakes with Self-Blended Images Apr 18, 2022 DeepFake Detection
Code Code Available 2Unmasking real-world audio deepfakes: A data-centric approach Jun 11, 2025 DeepFake Detection Face Swapping
Code Code Available 1BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation May 19, 2025 Binary Classification DeepFake Detection
Code Code Available 1WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks May 13, 2025 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 All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception Apr 9, 2025 All Audio Deepfake Detection
Code Code Available 1ExDDV: A New Dataset for Explainable Deepfake Detection in Video Mar 18, 2025 DeepFake Detection Explainable Models
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 1Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Feb 5, 2025 Audio Deepfake Detection DeepFake Detection
Code Code Available 1Generalizable Deepfake Detection via Effective Local-Global Feature Extraction Jan 25, 2025 DeepFake Detection Face Swapping
Code Code Available 1HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection Jan 10, 2025 DeepFake Detection Face Swapping
Code Code Available 1D^3: Scaling Up Deepfake Detection by Learning from Discrepancy Jan 1, 2025 DeepFake Detection Face Swapping
Code Code Available 1Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model Jan 1, 2025 Decoder DeepFake Detection
Code Code Available 1Region-Based Optimization in Continual Learning for Audio Deepfake Detection Dec 16, 2024 Audio Deepfake Detection Continual Learning
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