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Security Infrastructure Technology for Integrated Utilization of Big Data - Applied to the Living Safety and Medical Fields (Paperback, 1st ed. 2020)
Loot Price: R2,156
Discovery Miles 21 560
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Security Infrastructure Technology for Integrated Utilization of Big Data - Applied to the Living Safety and Medical Fields (Paperback, 1st ed. 2020)
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This open access book describes the technologies needed to
construct a secure big data infrastructure that connects data
owners, analytical institutions, and user institutions in a circle
of trust. It begins by discussing the most relevant technical
issues involved in creating safe and privacy-preserving big data
distribution platforms, and especially focuses on cryptographic
primitives and privacy-preserving techniques, which are essential
prerequisites. The book also covers elliptic curve cryptosystems,
which offer compact public key cryptosystems; and LWE-based
cryptosystems, which are a type of post-quantum cryptosystem. Since
big data distribution platforms require appropriate data handling,
the book also describes a privacy-preserving data integration
protocol and privacy-preserving classification protocol for secure
computation. Furthermore, it introduces an anonymization technique
and privacy risk evaluation technique.This book also describes the
latest related findings in both the living safety and medical
fields. In the living safety field, to prevent injuries occurring
in everyday life, it is necessary to analyze injury data, find
problems, and implement suitable measures. But most cases don't
include enough information for injury prevention because the
necessary data is spread across multiple organizations, and data
integration is difficult from a security standpoint. This book
introduces a system for solving this problem by applying a method
for integrating distributed data securely and introduces
applications concerning childhood injury at home and school injury.
In the medical field, privacy protection and patient consent
management are crucial for all research. The book describes a
medical test bed for the secure collection and analysis of
electronic medical records distributed among various medical
institutions. The system promotes big-data analysis of medical data
with a cloud infrastructure and includes various security measures
developed in our project to avoid privacy violations.
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