A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference.
第一作者:
Sadhana,Selvakumar
第一单位:
Department of Electronics and Communication Engineering, KIT-Kalaignarkarunanidhi Institute of Technology, Coimbatore, Tamil Nadu, 641402, India. sadhana@ieee.org.
作者:
医学主题词
人类(Humans);计算机安全(Computer Security);图像处理, 计算机辅助(Image Processing, Computer-Assisted);算法(Algorithms);机密(Confidentiality);隐私权(Privacy)
DOI
10.1038/s41598-025-07622-1
PMID
40739149
发布时间
2025-08-02
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Scientific reports
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