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
  • [31] Big Data and Bad Data: On the Sensitivity of Security Policy to Imperfect Information
    Graves, James T.
    Acquisti, Alessandro
    Christin, Nicolas
    UNIVERSITY OF CHICAGO LAW REVIEW, 2016, 83 (01): : 117 - 137
  • [32] Open Source Initiatives for Big Data Governance and Security: A Survey
    HU Baiqing
    WANG Wenjie
    Chi Harold Liu
    ZTECommunications, 2018, 16 (02) : 55 - 66
  • [33] Survey: A Comparative Study of Different Security Issues in Big Data
    Nellutla, Ravinder
    Mohammed, Moulana
    EMERGING RESEARCH IN DATA ENGINEERING SYSTEMS AND COMPUTER COMMUNICATIONS, CCODE 2019, 2020, 1054 : 247 - 257
  • [34] Survey on Big Data Analysis Algorithms for Network Security Measurement
    Chen, Hanlu
    Fu, Yulong
    Yan, Zheng
    NETWORK AND SYSTEM SECURITY, 2017, 10394 : 128 - 142
  • [35] A Meta-analysis of Big Data Security: How the Government Formulates a Model of Public Information and Security Assurance into Big Data
    Nurmandi, Achmad
    Kurniawan, Danang
    Misran
    Salahudin
    HCI INTERNATIONAL 2021 - LATE BREAKING POSTERS, HCII 2021, PT II, 2021, 1499 : 472 - 479
  • [36] Challenges and Solutions of Information Security Issues in the Age of Big Data
    Yang Mengke
    Zhou Xiaoguang
    Zeng Jianqiu
    Xu Jianjian
    CHINA COMMUNICATIONS, 2016, 13 (03) : 193 - 202
  • [37] Architecture and security tools in distributed information systems with Big Data
    Pavlikov, Rinat
    Beisembekova, Roza
    2016 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2016, : 52 - 57
  • [38] Challenges and Solutions of Information Security Issues in the Age of Big Data
    YANG Mengke
    ZHOU Xiaoguang
    ZENG Jianqiu
    XU Jianjian
    中国通信, 2016, 13 (03) : 193 - 202
  • [39] Research on information security issues facing the era of big data
    Ma, Xiaoxing
    Wu, Di
    MATERIAL SCIENCE, CIVIL ENGINEERING AND ARCHITECTURE SCIENCE, MECHANICAL ENGINEERING AND MANUFACTURING TECHNOLOGY II, 2014, 651-653 : 1913 - 1916
  • [40] Research on Information Security and Privacy of Libraries in Big Data Era
    Sun, Ningning
    Ma, Lihua
    MODERN TECHNOLOGIES IN MATERIALS, MECHANICS AND INTELLIGENT SYSTEMS, 2014, 1049 : 1934 - 1937
12345