Big Data: Big Promises for Information Security

被引:0
|
作者
Alguliyev, Rasim [1 ]
Imamverdiyev, Yadigar [1 ]
机构
[1] Azerbaijan Natl Acad Sci, Inst Informat Technol, Baku, Azerbaijan
关键词
Big Data; information security; analytics; Hadoop; data visualization; OPPORTUNITIES;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Big Data is related to technologies for collecting, processing, analyzing and extracting useful knowledge from very large volumes of structured and unstructured data generated by different sources at high speed. Big Data creates critical information security and privacy problems, at the same time Big Data analytics promises significant opportunities for prevention and detection of advanced cyber-attacks using correlated internal and external security data. We must address several challenges to realize true potential of Big Data for information security. The paper analyzes Big Data applications for information security problems, and defines research directions on Big Data analytics for security intelligence.
引用
收藏
页码:216 / 219
页数:4
相关论文
共 50 条
  • [1] Big data and information security
    Gene Badia, Joan
    Gallo de Puelles, Pedro
    de Lecuona, Itziar
    [J]. ATENCION PRIMARIA, 2018, 50 (01): : 3 - 5
  • [2] Big Data Analytics for Information Security
    Szczypiorski, Krzysztof
    Wang, Liqiang
    Luo, Xiangyang
    Ye, Dengpan
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2018,
  • [3] 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
  • [4] 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
  • [5] Survey of Big Data Information Security
    Miloslavskaya, Natalia
    Makhmudova, Aida
    [J]. 2016 IEEE 4TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD WORKSHOPS (FICLOUDW), 2016, : 133 - 138
  • [6] The Perils and Promises of Big Data Research in Information Systems
    Grover, Varun
    Lindberg, Aron
    Benbasat, Izak
    Lyytinen, Kalle
    [J]. JOURNAL OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2020, 21 (02): : 268 - 291
  • [7] Research on the security technology of big data information
    Zhu, Hong
    Xu, Zheng
    Huang, Yingzhen
    [J]. PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 1041 - 1044
  • [8] 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
  • [9] Big Data: Promises and Problems
    Gudivada, Venkat N.
    Baeza-Yates, Ricardo
    Raghavan, Vijay V.
    [J]. COMPUTER, 2015, 48 (03) : 20 - 23
  • [10] Research on Information Security in Big Data Era
    Zhou, Linqi
    Gu, Weihong
    Huang, Cheng
    Huang, Aijun
    Bai, Yongbin
    [J]. 6TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, MANUFACTURING, MODELING AND SIMULATION (CDMMS 2018), 2018, 1967