Survey of Big Data Information Security

被引：6

作者：

Miloslavskaya, Natalia ^{[1
]}

Makhmudova, Aida ^{[1
]}

机构：

[1] Natl Res Nucl Univ MEPhI, Moscow Engn Phys Inst, Moscow, Russia

来源：

2016 IEEE 4TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD WORKSHOPS (FICLOUDW) | 2016年

关键词：

information security; big data; data mining;

D O I：

10.1109/W-FiCloud.2016.38

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Today the information security (IS) of data mining is the crucial and comprehensive issue for organizations of the different spheres and size. The main challenges of Big Data IT are management of large amounts of heterogeneous information and providing its availability. Big Data protection against unauthorized access and corruption (keeping its confidentiality and integrity) as well as availability maintenance form the key research priorities in this field. The issues related to providing these Big Data features are considered in the paper. The existing approaches to their solution are analyzed. Some concepts for their improvement while designing the secure Big Data mining algorithm are formulated in accordance to IS properties.

引用

页码：133 / 138

页数：6