Browse State-of-the-Art › DeepFake Detection › Papers, page 4
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 4 of 6: papers 301 to 400 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.
-
DFCon: Attention-Driven Supervised Contrastive Learning for Robust Deepfake Detection28 Jan 2025 0 repositories listed
-
Classifying Deepfakes Using Swin Transformers26 Jan 2025 0 repositories listed
-
Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation24 Jan 2025 0 repositories listed
-
GC-ConsFlow: Leveraging Optical Flow Residuals and Global Context for Robust Deepfake Detection23 Jan 2025 0 repositories listed
-
What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain23 Jan 2025 0 repositories listed
-
Audio-Visual Deepfake Detection With Local Temporal Inconsistencies14 Jan 2025 0 repositories listed
-
Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing8 Jan 2025 0 repositories listed
-
FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing1 Jan 2025 0 repositories listed
-
Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection30 Dec 2024 0 repositories listed
-
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution23 Dec 2024 0 repositories listed
-
Data-Driven Fairness Generalization for Deepfake Detection21 Dec 2024 0 repositories listed
-
FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers19 Dec 2024 0 repositories listed
-
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection18 Dec 2024 0 repositories listed
-
Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes17 Dec 2024 0 repositories listed
-
Towards a Universal Synthetic Video Detector: From Face or Background Manipulations to Fully AI-Generated Content16 Dec 2024 0 repositories listed
-
FaceShield: Defending Facial Image against Deepfake Threats13 Dec 2024 0 repositories listed
-
Is it the model or the metric -- On robustness measures of deeplearning models13 Dec 2024 0 repositories listed
-
Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection12 Dec 2024 0 repositories listed
-
12 Dec 2024 0 repositories listed
-
Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics7 Dec 2024 0 repositories listed
-
Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures7 Dec 2024 0 repositories listed
-
Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models28 Nov 2024 0 repositories listed
-
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey26 Nov 2024 0 repositories listed
-
RealSeal: Revolutionizing Media Authentication with Real-Time Realism Scoring26 Nov 2024 0 repositories listed
-
Hindi audio-video-Deepfake (HAV-DF): A Hindi language-based Audio-video Deepfake Dataset23 Nov 2024 0 repositories listed
-
Facial Features Matter: a Dynamic Watermark based Proactive Deepfake Detection Approach22 Nov 2024 0 repositories listed
-
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization15 Nov 2024 0 repositories listed
-
How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception14 Nov 2024 0 repositories listed
-
Understanding Audiovisual Deepfake Detection: Techniques, Challenges, Human Factors and Perceptual Insights12 Nov 2024 0 repositories listed
-
A Quality-Centric Framework for Generic Deepfake Detection8 Nov 2024 0 repositories listed
-
Toward Transdisciplinary Approaches to Audio Deepfake Discernment8 Nov 2024 0 repositories listed
-
Unexploited Information Value in Human-AI Collaboration3 Nov 2024 0 repositories listed
-
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection31 Oct 2024 0 repositories listed
-
FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection29 Oct 2024 0 repositories listed
-
Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes27 Oct 2024 0 repositories listed
-
Towards General Deepfake Detection with Dynamic Curriculum15 Oct 2024 0 repositories listed
-
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection14 Oct 2024 0 repositories listed
-
Quantum-Trained Convolutional Neural Network for Deepfake Audio Detection11 Oct 2024 0 repositories listed
-
Deepfake detection in videos with multiple faces using geometric-fakeness features10 Oct 2024 0 repositories listed
-
DPL: Cross-quality DeepFake Detection via Dual Progressive Learning10 Oct 2024 0 repositories listed
-
Learn from Real: Reality Defender's Submission to ASVspoof5 Challenge9 Oct 2024 0 repositories listed
-
Toward Robust Real-World Audio Deepfake Detection: Closing the Explainability Gap9 Oct 2024 0 repositories listed
-
X²-DFD: A framework for eXplainable and eXtendable Deepfake Detection8 Oct 2024 0 repositories listed
-
Exploring Strengths and Weaknesses of Super-Resolution Attack in Deepfake Detection5 Oct 2024 0 repositories listed
-
A Multimodal Framework for Deepfake Detection4 Oct 2024 0 repositories listed
-
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking2 Oct 2024 0 repositories listed
-
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis29 Sep 2024 0 repositories listed
-
A Hybrid Quantum-Classical AI-Based Detection Strategy for Generative Adversarial Network-Based Deepfake Attacks on an Autonomous Vehicle Traffic Sign Classification System25 Sep 2024 0 repositories listed
-
Leveraging Mixture of Experts for Improved Speech Deepfake Detection24 Sep 2024 0 repositories listed
-
Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection24 Sep 2024 0 repositories listed
-
Deep Learning Technology for Face Forgery Detection: A Survey22 Sep 2024 0 repositories listed
-
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection22 Sep 2024 0 repositories listed
-
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models21 Sep 2024 0 repositories listed
-
Strong Alone, Stronger Together: Synergizing Modality-Binding Foundation Models with Optimal Transport for Non-Verbal Emotion Recognition21 Sep 2024 0 repositories listed
-
SpoofCeleb: Speech Deepfake Detection and SASV In The Wild18 Sep 2024 0 repositories listed
-
Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes17 Sep 2024 0 repositories listed
-
Investigating Causal Cues: Strengthening Spoofed Audio Detection with Human-Discernible Linguistic Features9 Sep 2024 0 repositories listed
-
Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection8 Sep 2024 0 repositories listed
-
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection4 Sep 2024 0 repositories listed
-
USTC-KXDIGIT System Description for ASVspoof5 Challenge3 Sep 2024 0 repositories listed
-
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge30 Aug 2024 0 repositories listed
-
Easy, Interpretable, Effective: openSMILE for voice deepfake detection28 Aug 2024 0 repositories listed
-
Analyzing the Impact of Splicing Artifacts in Partially Fake Speech Signals25 Aug 2024 0 repositories listed
-
Guided and Fused: Efficient Frozen CLIP-ViT with Feature Guidance and Multi-Stage Feature Fusion for Generalizable Deepfake Detection25 Aug 2024 0 repositories listed
-
ASASVIcomtech: The Vicomtech-UGR Speech Deepfake Detection and SASV Systems for the ASVspoof5 Challenge19 Aug 2024 0 repositories listed
-
Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies13 Aug 2024 0 repositories listed
-
ED⁴: Explicit Data-level Debiasing for Deepfake Detection13 Aug 2024 0 repositories listed
-
IDRetracor: Towards Visual Forensics Against Malicious Face Swapping13 Aug 2024 0 repositories listed
-
Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge13 Aug 2024 0 repositories listed
-
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild9 Aug 2024 0 repositories listed
-
Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection3 Aug 2024 0 repositories listed
-
Deepfake Media Forensics: State of the Art and Challenges Ahead1 Aug 2024 0 repositories listed
-
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification26 Jul 2024 0 repositories listed
-
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection26 Jul 2024 0 repositories listed
-
UniForensics: Face Forgery Detection via General Facial Representation26 Jul 2024 0 repositories listed
-
Statistics-aware Audio-visual Deepfake Detector16 Jul 2024 0 repositories listed
-
Exploring the Impact of Moire Pattern on Deepfake Detectors15 Jul 2024 0 repositories listed
-
GROOT: Generating Robust Watermark for Diffusion-Model-Based Audio Synthesis15 Jul 2024 0 repositories listed
-
Targeted Augmented Data for Audio Deepfake Detection10 Jul 2024 0 repositories listed
-
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models1 Jul 2024 0 repositories listed
-
PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection22 Jun 2024 0 repositories listed
-
Media Forensics and Deepfake Systematic Survey19 Jun 2024 0 repositories listed
-
Straight Through Gumbel Softmax Estimator based Bimodal Neural Architecture Search for Audio-Visual Deepfake Detection19 Jun 2024 0 repositories listed
-
Real-Time Deepfake Detection in the Real-World13 Jun 2024 0 repositories listed
-
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio12 Jun 2024 0 repositories listed
-
Continuous fake media detection: adapting deepfake detectors to new generative techniques12 Jun 2024 0 repositories listed
-
AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection5 Jun 2024 0 repositories listed
-
Harder or Different? Understanding Generalization of Audio Deepfake Detection5 Jun 2024 0 repositories listed
-
Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake28 May 2024 0 repositories listed
-
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation24 May 2024 0 repositories listed
-
A Timely Survey on Vision Transformer for Deepfake Detection14 May 2024 0 repositories listed
-
EEG-Features for Generalized Deepfake Detection14 May 2024 0 repositories listed
-
Unmasking Illusions: Understanding Human Perception of Audiovisual Deepfakes7 May 2024 0 repositories listed
-
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models3 May 2024 0 repositories listed
-
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol1 May 2024 0 repositories listed
-
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities25 Apr 2024 0 repositories listed
-
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge22 Apr 2024 0 repositories listed
-
Retrieval-Augmented Audio Deepfake Detection22 Apr 2024 0 repositories listed
-
Texture, Shape and Order Matter: A New Transformer Design for Sequential DeepFake Detection22 Apr 2024 0 repositories listed
-
Cross-Domain Audio Deepfake Detection: Dataset and Analysis7 Apr 2024 0 repositories listed