Browse State-of-the-Art › DeepFake Detection › Papers, page 3
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 3 of 6: papers 201 to 300 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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Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection23 Mar 2022 1 repository listed Syntology official (archive's flag): 27 ran · 27 ran (of which 2 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 2 violated, 14 with no contract checked; 11 where Syntology's instrument failed) · 9 unverified (of 36 harvested samples)
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18 Mar 2022 1 repository listed
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28 Feb 2022 1 repository listed
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28 Feb 2022 1 repository listed
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6 Feb 2022 1 repository listed
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18 Jan 2022 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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25 Nov 2021 1 repository listed
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18 Aug 2021 1 repository listed
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15 Aug 2021 1 repository listed Syntology 6 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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11 Aug 2021 1 repository listed
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27 Jul 2021 1 repository listed
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5 Jul 2021 1 repository listed
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15 Jun 2021 1 repository listed
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2 Jun 2021 1 repository listed
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13 May 2021 1 repository listed
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13 May 2021 1 repository listed
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11 May 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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7 Apr 2021 1 repository listed
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3 Apr 2021 1 repository listed
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25 Mar 2021 1 repository listed
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11 Mar 2021 1 repository listed
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7 Mar 2021 1 repository listed
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3 Mar 2021 1 repository listed Syntology official (archive's flag): 20 ran · 20 ran (of which 10 constructed an object rather than computing a result; 17 with no instrument failure: 3 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 25 pointer-only (licence)
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27 Feb 2021 1 repository listed
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22 Feb 2021 1 repository listed
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5 Jan 2021 1 repository listed
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16 Dec 2020 1 repository listed
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14 Dec 2020 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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15 Oct 2020 1 repository listed
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1 Oct 2020 1 repository listed
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16 Sep 2020 1 repository listed
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31 Jul 2020 1 repository listed
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16 Jul 2020 1 repository listed
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26 Jun 2020 1 repository listed Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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13 Jun 2020 1 repository listed
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29 May 2020 1 repository listed Syntology official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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9 Feb 2020 1 repository listed
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SHIELD: A Secure and Highly Enhanced Integrated Learning for Robust Deepfake Detection against Adversarial Attacks17 Jul 2025 0 repositories listed
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DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios29 Jun 2025 0 repositories listed
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IndieFake Dataset: A Benchmark Dataset for Audio Deepfake Detection23 Jun 2025 0 repositories listed
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SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection21 Jun 2025 0 repositories listed
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From Sharpness to Better Generalization for Speech Deepfake Detection13 Jun 2025 0 repositories listed
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Enhancing Deepfake Detection using SE Block Attention with CNN12 Jun 2025 0 repositories listed
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LLMs Are Not Yet Ready for Deepfake Image Detection12 Jun 2025 0 repositories listed
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Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization10 Jun 2025 0 repositories listed
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Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework9 Jun 2025 0 repositories listed
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DeepFake Doctor: Diagnosing and Treating Audio-Video Fake Detection6 Jun 2025 0 repositories listed
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Practical Manipulation Model for Robust Deepfake Detection5 Jun 2025 0 repositories listed
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AuthGuard: Generalizable Deepfake Detection via Language Guidance4 Jun 2025 0 repositories listed
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A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations3 Jun 2025 0 repositories listed
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Benchmarking Foundation Models for Zero-Shot Biometric Tasks30 May 2025 0 repositories listed
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Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake Detection30 May 2025 0 repositories listed
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TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection30 May 2025 0 repositories listed
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26 May 2025 0 repositories listed
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Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes26 May 2025 0 repositories listed
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STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution26 May 2025 0 repositories listed
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EnvSDD: Benchmarking Environmental Sound Deepfake Detection25 May 2025 0 repositories listed
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HyperFake: Hyperspectral Reconstruction and Attention-Guided Analysis for Advanced Deepfake Detection24 May 2025 0 repositories listed
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Beyond Face Swapping: A Diffusion-Based Digital Human Benchmark for Multimodal Deepfake Detection22 May 2025 0 repositories listed
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CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation21 May 2025 0 repositories listed
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Forensic deepfake audio detection using segmental speech features20 May 2025 0 repositories listed
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Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing20 May 2025 0 repositories listed
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Naturalness-Aware Curriculum Learning with Dynamic Temperature for Speech Deepfake Detection20 May 2025 0 repositories listed
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Replay Attacks Against Audio Deepfake Detection20 May 2025 0 repositories listed
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Multiscale Adaptive Conflict-Balancing Model For Multimedia Deepfake Detection19 May 2025 0 repositories listed
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Towards Open-world Generalized Deepfake Detection: General Feature Extraction via Unsupervised Domain Adaptation18 May 2025 0 repositories listed
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𝒜LLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection16 May 2025 0 repositories listed
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MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark16 May 2025 0 repositories listed
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FauForensics: Boosting Audio-Visual Deepfake Detection with Facial Action Units13 May 2025 0 repositories listed
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Visual Watermarking in the Era of Diffusion Models: Advances and Challenges13 May 2025 0 repositories listed
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Unmasking Deep Fakes: Leveraging Deep Learning for Video Authenticity Detection10 May 2025 0 repositories listed
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Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection8 May 2025 0 repositories listed
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Learning Real Facial Concepts for Independent Deepfake Detection7 May 2025 0 repositories listed
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Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion24 Apr 2025 0 repositories listed
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Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios16 Apr 2025 0 repositories listed
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Big Brother is Watching: Proactive Deepfake Detection via Learnable Hidden Face15 Apr 2025 0 repositories listed
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FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks13 Apr 2025 0 repositories listed
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Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning9 Apr 2025 0 repositories listed
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Comparative Analysis of Deepfake Detection Models: New Approaches and Perspectives3 Apr 2025 0 repositories listed
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Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset29 Mar 2025 0 repositories listed
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Can Multi-modal (reasoning) LLMs work as deepfake detectors?25 Mar 2025 0 repositories listed
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Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching23 Mar 2025 0 repositories listed
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TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data20 Mar 2025 0 repositories listed
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TruthLens:A Training-Free Paradigm for DeepFake Detection19 Mar 2025 0 repositories listed
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Unlocking the Capabilities of Vision-Language Models for Generalizable and Explainable Deepfake Detection19 Mar 2025 0 repositories listed
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Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN16 Mar 2025 0 repositories listed
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Deepfake Detection of Face Images based on a Convolutional Neural Network14 Mar 2025 0 repositories listed
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VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models8 Mar 2025 0 repositories listed
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Reduced Spatial Dependency for More General Video-level Deepfake Detection5 Mar 2025 0 repositories listed
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Deepfake Detection via Knowledge Injection4 Mar 2025 0 repositories listed
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DeePen: Penetration Testing for Audio Deepfake Detection27 Feb 2025 0 repositories listed
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Methods and Trends in Detecting Generated Images: A Comprehensive Review21 Feb 2025 0 repositories listed
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Lightweight Deepfake Detection Based on Multi-Feature Fusion17 Feb 2025 0 repositories listed
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Do Deepfake Detectors Work in Reality?15 Feb 2025 0 repositories listed
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Generalizable speech deepfake detection via meta-learned LoRA15 Feb 2025 0 repositories listed
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CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features15 Feb 2025 0 repositories listed
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A Preliminary Exploration with GPT-4o Voice Mode14 Feb 2025 0 repositories listed
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Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection11 Feb 2025 0 repositories listed
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REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations5 Feb 2025 0 repositories listed
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Deepfake Detection of Singing Voices With Whisper Encodings31 Jan 2025 0 repositories listed
Syntology lines on 8 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.