Big Data Security and Privacy Issues
DOI:
https://doi.org/10.51983/ajcst-2018.7.2.1861Keywords:
Big Data, Big Data Dimensions, Security and PrivacyAbstract
Big data gradually become a hot topic of research and business and has been growing at exponential rate. It is a combination of structured, semi-structured & unstructured data which is generated constantly through various sources from different platforms like web servers, mobile devices, social network, private and public cloud etc. Big data is used in many organisations and enterprises, big data security and privacy have been increasingly concerned. However, there is a clear contradiction between the large data security and privacy and the widespread use of big data. In this paper, we have indicated challenges of security and privacy in big data. Then, we have presented some possible methods and techniques to ensure big data security and privacy.
References
D. Laney, "3-D Data Management: Controlling Data Volume, Velocity and Variety," META Group Original Research Note, 2001.
S. Vikram Phaneendra and E. Madhusudhan Reddy, "Big Data- solutions for RDBMS problems- A survey," in 12th IEEE/IFIP Network Operations & Management Symposium (NOMS 2010), Osaka, Japan, April 19-23, 2013.
J. Shafer, S. Rixner, and L. Alan Cox, "The Hadoop Distributed File system: Balancing Portability and Performance Analysis of Systems & Software (ISPASS)," IEEE International Symposium, pp. 122-133, March 2010.
G. J, D. Reinsel, "Extracting value from chaos," IDC iview, pp. 1-12, 2011.
M. Beyer, "Gartner says solving big data challenge involves more than just managing volumes of data," Gartner, 2011.
L. Bonnet, A. Laurent, and M. Sala, "Reduce, you say: What NoSQL can do for Data Aggregation and BI in Large Repositories[C]// Database and Expert Systems Applications (DEXA)," 22nd International Workshop on, IEEE, pp. 483-488, 2011.
L. Richard, Villars, W. Carl, Olofson, and M. Eastwood, "Big Data: What is it and why you should care?," [Online] Available. www.idc.com, 2011.
J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. Hung Byers, "Big data: The Next Frontier for Innovation, Competition, and Productivity," McKinsey Global Institute, 2012.
M. A. Beyer and D. Laney, "The Importance of ‘Big Data’: A Definition," Stamford, CT: Gartner, 2012.
V. Mayer-Schönberger and K. Cukier, "Big data: A Revolution that will Transform How We Live, Work, and Think," Houghton Mifflin Harcourt, 2013.
M. Troester (2013), "Big Data Meets Big Data Analytics," [Online] Available: www.sas.com/resources/…/ WR46345.pdf, retrieved 10/02/14.
Oracle, "Information Management and Big Data: A Reference Architecture," [Online] Available. www.oracle.com/…/ infomgmt-big-data-r, 2013.
Oguntimilehin and E. O. Ademola, "A Review of Big Data Management, Benefits and Challenges," Journal of Emerging Trends in Computing and Information Sciences, Vol. 5, pp. 433-437, June, 2014.
C.L. Philip Chen and C. Y. Zhang, "Data-intensive applications, challenges, techniques and technologies: A survey on Big Data," Information Sciences, Vol. 275, pp. 314-347, 2014.
Y. Gahi, M. Guennoun, and H. T. Mouftah, "Big Data Analytics: Security and Privacy Challenges," IEEE Symposium on Computers and Communication (ISCC), 2016.
http://www.datacenterknowledge.com/archives/2016/01/19/nine-main-challenges-big-data-security
G. Kapil, A. Agrawal, and R. A. Khan, "A Study of Big Data Characteristics," in Proc. of the Int. Conf. on Communication and Electronics Systems, IEEE Xplore, pp.1-4, 2016.
C. A. Ardagna and E. Damiani, "Business Intelligence meets Big Data: An Overview on Security and Privacy".
http://www.informationsecuritybuzz.com/articles/securing-big-data-starts-with-zero-trust/
https://securityintelligence.com/news/ibm-announces-new-guardium-data-encryption-v3-0-portfolio/
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2018 The Research Publication
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.