Security infrastructure technology for integrated utilization of big data : applied to the living safety and medical fields / Atsuko Miyaji, Tomoaki Mimoto, editors.
Miyaji, Atsuko, Professor.; Mimoto, Tomoaki.
2020
QA76.9.B45
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Security infrastructure technology for integrated utilization of big data : applied to the living safety and medical fields / Atsuko Miyaji, Tomoaki Mimoto, editors.
ISBN 9789811536540 (electronic book)
9811536546 (electronic book)
9811536538
9789811536533
DOI https://doi.org/10.1007/978-981-15-3
Publication Details Singapore : Springer, 2020.
Language English
Description 1 online resource
Item Number 10.1007/978-981-15-3
Call Number QA76.9.B45
Dewey Decimal Classification 005.7
Summary 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 dont 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 ou r project to avoid privacy violations.
Access Note Access limited to authorized users.
Added Author Miyaji, Atsuko, Professor.
Mimoto, Tomoaki.
Available in Other Form Print version: 9789811536533
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction
Cryptography Core Technology
Secure Primitive for big data utilization
Secure Data Management Technology
Living Safety Testbed Group
Health Test Bed Group.

Browse Subjects

Show more subjects...

Statistics

from
to
Export