FL-TENB4: A Federated-Learning-Enhanced Tiny EfficientNetB4-Lite Approach for Deepfake Detection in CCTV Environments. [PDF]
Ha J, El Azzaoui A, Park JH.
europepmc +1 more source
Deepfake detection using deep feature stacking and meta-learning. [PDF]
Naskar G +4 more
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Media Forensic Considerations of the Usage of Artificial Intelligence Using the Example of DeepFake Detection. [PDF]
Siegel D +3 more
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Robust deepfake video detection using spatio-temporal features and dynamic difference learning. [PDF]
AbdElfattah E +3 more
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Interpol review of detection of AI-generated image and video deepfakes, 2022-2025. [PDF]
van Lierop S +3 more
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Attention and residual mechanism-based CNN architecture (ARC-Net) with enhanced fairness generalization for deepfake facial image detection. [PDF]
Reza MS, Elias F, Mahmud MI, Ahmed N.
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WAFF: A Synergetic Face Forgery Video Detection Method via Weakly Supervised EfficientNet. [PDF]
Pan Z +5 more
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A score based likelihood ratio framework for deepfake image identification in forensic science. [PDF]
Guo T, Li J, Tang Y.
europepmc +1 more source
LaED: a novel lightweight, edge-aware and explainable deep learning model for privacy-preserving facial attendance tracking in resource-constrained educational environments. [PDF]
Abiodun EO +4 more
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An AI-driven conceptual framework for detecting fake news and deepfake content: a systematic review. [PDF]
Moyo BV +3 more
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