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
收藏
页码：133 / 138
页数：6
相关论文
共 50 条
  • [1] A Survey on Contemporary Security threats in Big Data and Information System
    Jaiswal, Jitendra Kumar
    Samikannu, Rita
    Paramasivam, Ilango
    [J]. 2017 SECOND INTERNATIONAL CONFERENCE ON RECENT TRENDS AND CHALLENGES IN COMPUTATIONAL MODELS (ICRTCCM), 2017, : 263 - 268
  • [2] Big data and information security
    Gene Badia, Joan
    Gallo de Puelles, Pedro
    de Lecuona, Itziar
    [J]. ATENCION PRIMARIA, 2018, 50 (01): : 3 - 5
  • [3] Big Data: Big Promises for Information Security
    Alguliyev, Rasim
    Imamverdiyev, Yadigar
    [J]. 2014 IEEE 8TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2014, : 216 - 219
  • [4] A Survey on Big Data Security Algorithms
    Prasanna, K. Lakshmi
    Reddy, M. Thrilok
    Prakash, S. Shiva
    [J]. HELIX, 2018, 8 (02): : 3290 - 3293
  • [5] Survey on Big Data Security Framework
    Thangaraj, M.
    Balamurugan, S.
    [J]. KNOWLEDGE MANAGEMENT IN ORGANIZATIONS (KMO 2017), 2017, 731 : 470 - 481
  • [6] A Survey of Security and Privacy in Big Data
    Ye, Haina
    Cheng, Xinzhou
    Yuan, Mingqiang
    Xu, Lexi
    Gao, Jie
    Cheng, Chen
    [J]. 2016 16TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2016, : 268 - 272
  • [7] Big Data Analytics for Information Security
    Szczypiorski, Krzysztof
    Wang, Liqiang
    Luo, Xiangyang
    Ye, Dengpan
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2018,
  • [8] Information Security on the Background of Big Data
    Yang, Huijie
    [J]. PROCEEDINGS OF THE 2016 JOINT INTERNATIONAL INFORMATION TECHNOLOGY, MECHANICAL AND ELECTRONIC ENGINEERING, 2016, 59 : 337 - 341
  • [9] Information Security in Big Data Mining
    Revathi, T.
    Sudharsana, V
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 2045 - 2049
  • [10] Information Security in Big Data: Privacy and Data Mining
    Xu, Lei
    Jiang, Chunxiao
    Wang, Jian
    Yuan, Jian
    Ren, Yong
    [J]. IEEE ACCESS, 2014, 2 : 1149 - 1176
12345