Author

Yang Zhou

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Review

Evolution and Cutting-Edge Developments in Face Forgery Technology Based on Generative Models

This paper provides a systematic review of mainstream deepfake generation models and methods, including Autoencoders, Variational Autoencoders, Variational Autoencoders (VAE), Convolutional Neural Networks (CNN), and Convolutional Neural Networks (CNN), and Generative Adversarial Networks (GAN) etc.

Yang Zhou · 0 citations

Review Jul 2026

Federated and privacy-preserving learning in neurological imaging: a systematic review of frameworks, applications, and evidence gaps

This systematic review surveys the neurological imaging data distinct features of high dimensionality, clinical sensitivity, and inter-institutional variability that require the application of FL with privacy-preserving methods protocols specifically to medical imaging in general.

Faisal Sajjad, Rana M. Tahir, Wei-Qi Yan et al. · International Journal of Dat... · 1 citation · ⚡1