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Secure and Efficient Regression Analysis Using a Hybrid Cryptographic Framework: Development and Evaluation.

Md Nazmus SadatXiaoqian JiangMd Momin Al AzizShuang WangNoman Mohammed
Published in: JMIR medical informatics (2018)
To the best of our knowledge, this kind of secure computation model using a hybrid cryptographic framework, which leverages both somewhat homomorphic encryption and Intel SGX, is not proposed or evaluated to this date. Our proposed framework ensures data security and computational efficiency at the same time.
Keyphrases
  • healthcare
  • electronic health record
  • big data
  • machine learning
  • global health