Rmind: a tool for cryptographically secure statistical analysis.

IEEE Transactions on Dependable and Secure Computing(2018)

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摘要
Secure multi-party computation is a practical cryptographic method for processing confidential data. Research progress has led to its use in privacy-preserving statistical analysis. Implementations of simple statistical analysis functions have been published, but no comprehensive tool has been built. We describe and implement a suite of most used statistical analysis functions in the privacy-prese...
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关键词
Algorithm design and analysis,Cryptography,Statistical analysis,Protocols,Databases,Data privacy
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