Browse State-of-the-Art › DeepFake Detection › Papers, page 5
DeepFake Detection
Papers archive 2025-07-28
archive papers tagged: 580 · with a code link: 237 · where Syntology ran a sample: 57 (47 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (57 of 580 tagged: 47 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)
Page 5 of 6: papers 401 to 500 of 580, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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2 Apr 2024 0 repositories listed
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Selective Domain-Invariant Feature for Generalizable Deepfake Detection19 Mar 2024 0 repositories listed
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Exploiting Style Latent Flows for Generalizing Deepfake Video Detection11 Mar 2024 0 repositories listed
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7 Feb 2024 0 repositories listed
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Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning6 Feb 2024 0 repositories listed
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Towards mitigating uncann(eye)ness in face swaps via gaze-centric loss terms5 Feb 2024 0 repositories listed
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A novel approach for detecting deep fake videos using graph neural network1 Feb 2024 0 repositories listed
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Masked Conditional Diffusion Model for Enhancing Deepfake Detection1 Feb 2024 0 repositories listed
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Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces24 Jan 2024 0 repositories listed
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Joint Audio-Visual Attention with Contrastive Learning for More General Deepfake Detection22 Jan 2024 0 repositories listed
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Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review13 Jan 2024 0 repositories listed
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SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework9 Jan 2024 0 repositories listed
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Comparative Analysis of Deep Convolutional Neural Networks for Detecting Medical Image Deepfakes8 Jan 2024 0 repositories listed
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Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking1 Jan 2024 0 repositories listed
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GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions24 Dec 2023 0 repositories listed
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DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation17 Dec 2023 0 repositories listed
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Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier13 Dec 2023 0 repositories listed
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Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies28 Nov 2023 0 repositories listed
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Unearthing Common Inconsistency for Generalisable Deepfake Detection20 Nov 2023 0 repositories listed
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Efficient Temporally-Aware DeepFake Detection using H.264 Motion Vectors17 Nov 2023 0 repositories listed
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GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning13 Nov 2023 0 repositories listed
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5 Nov 2023 0 repositories listed
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Deepfake detection by exploiting surface anomalies: the SurFake approach31 Oct 2023 0 repositories listed
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Deepfake Detection: Leveraging the Power of 2D and 3D CNN Ensembles25 Oct 2023 0 repositories listed
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19 Oct 2023 0 repositories listed
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Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis17 Oct 2023 0 repositories listed
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Facial Forgery-based Deepfake Detection using Fine-Grained Features10 Oct 2023 0 repositories listed
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Integrating Audio-Visual Features for Multimodal Deepfake Detection5 Oct 2023 0 repositories listed
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MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection3 Oct 2023 0 repositories listed
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How Close are Other Computer Vision Tasks to Deepfake Detection?2 Oct 2023 0 repositories listed
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CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition30 Sep 2023 0 repositories listed
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ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using Prototype Exploration and Refinement20 Sep 2023 0 repositories listed
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DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention12 Sep 2023 0 repositories listed
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12 Sep 2023 0 repositories listed
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Towards generalisable and calibrated synthetic speech detection with self-supervised representations11 Sep 2023 0 repositories listed
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Comparative Analysis of Deep-Fake Algorithms6 Sep 2023 0 repositories listed
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Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection3 Sep 2023 0 repositories listed
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24 Aug 2023 0 repositories listed
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Complex-valued neural networks for voice anti-spoofing22 Aug 2023 0 repositories listed
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The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 202320 Aug 2023 0 repositories listed
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Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces19 Aug 2023 0 repositories listed
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Recent Advancements In The Field Of Deepfake Detection10 Aug 2023 0 repositories listed
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Deepfake Detection: A Comparative Analysis7 Aug 2023 0 repositories listed
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Towards General Visual-Linguistic Face Forgery Detection31 Jul 2023 0 repositories listed
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Self-Supervised Graph Transformer for Deepfake Detection27 Jul 2023 0 repositories listed
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Towards Generalizable Deepfake Detection by Primary Region Regularization24 Jul 2023 0 repositories listed
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MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection6 Jul 2023 0 repositories listed
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Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality5 Jul 2023 0 repositories listed
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TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection27 Jun 2023 0 repositories listed
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Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection15 Jun 2023 0 repositories listed
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NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection12 Jun 2023 0 repositories listed
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Introducing Explicit Gaze Constraints to Face Swapping25 May 2023 0 repositories listed
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Fooling State-of-the-Art Deepfake Detection with High-Quality Deepfakes9 May 2023 0 repositories listed
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Can deepfakes be created by novice users?28 Apr 2023 0 repositories listed
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Evading DeepFake Detectors via Adversarial Statistical Consistency23 Apr 2023 0 repositories listed
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Investigation of ensemble methods for the detection of deepfake face manipulations14 Apr 2023 0 repositories listed
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Assessment Framework for Deepfake Detection in Real-world Situations12 Apr 2023 0 repositories listed
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Deepfake Detection of Occluded Images Using a Patch-based Approach10 Apr 2023 0 repositories listed
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Deepfake Detection with Deep Learning: Convolutional Neural Networks versus Transformers7 Apr 2023 0 repositories listed
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Leveraging Deep Learning Approaches for Deepfake Detection: A Review4 Apr 2023 0 repositories listed
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Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection30 Mar 2023 0 repositories listed
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Impact of Video Processing Operations in Deepfake Detection30 Mar 2023 0 repositories listed
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LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space30 Mar 2023 0 repositories listed
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Real Face Foundation Representation Learning for Generalized Deepfake Detection15 Mar 2023 0 repositories listed
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Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection3 Mar 2023 0 repositories listed
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Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models1 Mar 2023 0 repositories listed
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Benchmarking Deepart Detection28 Feb 2023 0 repositories listed
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Why Do Facial Deepfake Detectors Fail?25 Feb 2023 0 repositories listed
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Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques22 Feb 2023 0 repositories listed
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Deepfake Detection Analyzing Hybrid Dataset Utilizing CNN and SVM27 Jan 2023 0 repositories listed
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Deepfake Detection using Biological Features: A Survey14 Jan 2023 0 repositories listed
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AUNet: Learning Relations Between Action Units for Face Forgery Detection1 Jan 2023 0 repositories listed
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DF-Platter: Multi-Face Heterogeneous Deepfake Dataset1 Jan 2023 0 repositories listed
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Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection1 Jan 2023 0 repositories listed
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Towards Understanding the Generalization of Deepfake Detectors from a Game-Theoretical View1 Jan 2023 0 repositories listed
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Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection12 Dec 2022 0 repositories listed
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Deepfake Detection via Joint Unsupervised Reconstruction and Supervised Classification24 Nov 2022 0 repositories listed
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Deepfake Detection: A Comprehensive Survey from the Reliability Perspective20 Nov 2022 0 repositories listed
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Generalizable Deepfake Detection with Phase-Based Motion Analysis17 Nov 2022 0 repositories listed
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Cross-Domain Local Characteristic Enhanced Deepfake Video Detection7 Nov 2022 0 repositories listed
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Anisotropic multiresolution analyses for deepfake detection26 Oct 2022 0 repositories listed
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Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion13 Oct 2022 0 repositories listed
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A Machine Learning Approach for DeepFake Detection28 Sep 2022 0 repositories listed
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When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection27 Sep 2022 0 repositories listed
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19 Sep 2022 0 repositories listed
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Multimodal Graph Learning for Deepfake Detection12 Sep 2022 0 repositories listed
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Protecting World Leader Using Facial Speaking Pattern Against Deepfakes9 Sep 2022 0 repositories listed
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Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier Space1 Sep 2022 0 repositories listed
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DepthFake: a depth-based strategy for detecting Deepfake videos23 Aug 2022 0 repositories listed
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Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks15 Aug 2022 0 repositories listed
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Hybrid Transformer Network for Deepfake Detection11 Aug 2022 0 repositories listed
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Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues10 Aug 2022 0 repositories listed
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Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features2 Aug 2022 0 repositories listed
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A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features28 Jul 2022 0 repositories listed
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Using Deep Learning to Detecting Deepfakes27 Jul 2022 0 repositories listed
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DeFakePro: Decentralized DeepFake Attacks Detection using ENF Authentication22 Jul 2022 0 repositories listed
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Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption21 Jul 2022 0 repositories listed
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Deepfake Face Traceability with Disentangling Reversing Network8 Jul 2022 0 repositories listed
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Delving into Sequential Patches for Deepfake Detection6 Jul 2022 0 repositories listed
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Identifying the Context Shift between Test Benchmarks and Production Data3 Jul 2022 0 repositories listed