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Home»Articles»Survey of Security and Privacy Issues in Big Data Analytics

Survey of Security and Privacy Issues in Big Data Analytics

Author : G. A. Mylavathi, N. M. Mallika and K. Mohanraj
Volume 8 No.1 Special Issue:February 2019 pp 33-35

Abstract

Due to the reasons such as the rapid growth and spread of network services, mobile devices, and online users on the Internet leading to a remarkable increase in the amount of data. Almost each trade is making an attempt to address this large information. Big data phenomenon has begun to gain importance. However, it’s not solely terribly tough to store massive information and analyses them with ancient applications, however conjointly it’s difficult privacy and security issues. For this reason, this paper discusses the massive information, its scheme, considerations on massive information and presents comparative read of massive information privacy and security approaches in literature in terms of infrastructure, application, and data. By grouping these applications associate overall perspective of security and privacy problems in massive information is usually recommended

Keywords

Big data, Hadoop Security, Cloud Security Monitoring Auditing, Key Management Anonymization

Full Text:

References

[1] S. Marchal, J. Xiuyan, R. State, T. Engel, “A Big Data Architecture for Large Scale Security Monitoring”, Big Data (BigData Congress), pp. 56 – 63, Anchorage, AK, 2014.
[2] L. Liu, J. Lin, “Some Special Issues of Network Security Monitoring on Big Data Environments”, Dependable, Autonomic and Secure Computing (DASC), pp. 10 – 15, Chengdu, 2013.
[3] A. Gupta, A. Verma, P. Kalra, L. Kumar, “Big Data: A security compliance model”, IT in Business, Industry and Government (CSIBIG), pp. 1 – 5, Indore, 2014.
[4] L. Chang Liu, R. Ranjan, Y. Chi, Z. Xuyun, W. Lizhe, C. Jinjun, “MuR-DPA: Top-Down Levelled Multi-Replica Merkle Hash Tree Based Secure Public Auditing for Dynamic Big Data Storage on Cloud”, Computers, Vol. 64, No. 9, pp. 2609 – 2622, 2015.
[5] H. Chingfang, Z. Bing, Z. Maoyuan, “A novel group key transfer for big data security”, Applied Mathematics and Computation, Vol. 249, pp. 436–443, 2014.
[6] S. Junggab, K. DongHyun, R. Hussain, O. Heekuck, “Conditional proxy re-encryption for secure big data group sharing in cloud environment”, Computer Communications Workshops (INFOCOM WKSHPS), pp. 541 – 546, Toronto, ON, 2014.
[7] M.R. Islam, M.E. Islam, “An approach to provide security to unstructured Big Data”, Software, Knowledge, Information Management and Applications (SKIMA), Dhaka, pp. 1-5, 2014.
[8] T. Omer, P. Jules, “Big Data for All: Privacy and User Control in the Age of Analytics”, Northwestern Journal of Technology and Intellectual Property, Vol. 11, No. 5, 2013.
[9] J. Sedayao, R. Bhardwaj, N. Gorade, “Making Big Data, Privacy, and Anonymization Work Together in the Enterprise: Experiences and Issues”, Big Data (BigData Congress), pp. 601 – 607, Anchorage, AK, 2014.
[10] T. Vijey, A. Aiiad, “Big Data Security Issues Based on Quantum Cryptography and Privacy with Authentication for Mobile Data Center”, Procedia Computer Science, Vol. 50, pp. 149–156, 2015.
[11] B. Matturdi, X. Zhou, S. Li, F. Lin, “Big Data security and privacy: A review”, Big Data, Cloud & Mobile Computing, China Communications vol.11, No. 14, pp. 135 – 145, 2014.

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Due to the reasons such as the rapid growth and spread of network services, mobile devices, and online users on the Internet leading to a remarkable increase in the amount of data. Almost each trade is making an attempt to address this large information. Big data phenomenon has begun to gain importance. However, it's not solely terribly tough to store massive information and analyses them with ancient applications, however conjointly it's difficult privacy and security issues. For this reason, this paper discusses the massive information, its scheme, considerations on massive information and presents comparative read of massive information privacy and security approaches in literature in terms of infrastructure, application, and data. By grouping these applications associate overall perspective of security and privacy problems in massive information is usually recommended

Editor-in-Chief
Dr. K. Ganesh
Global Lead, Supply Chain Management, Center of Competence and Senior Knowledge
Expert at McKinsey and Company, India
[email protected]
Editorial Advisory Board
Dr. Eng. Hamid Ali Abed AL-Asadi
Department of Computer Science, Basra University, Iraq
[email protected]
Dr. Norjihan Binti Abdul Ghani
Department of Information System, University of Malaya, Malaysia
[email protected]
Dr. Christos Bouras
Department of Computer Engineering & Informatics, University of Patras, Greece
[email protected]
Dr. Maizatul Akmar Binti Ismail
Department of Information System, University of Malaya, Malaysia
[email protected]
Dr. Harold Castro
Department of Systems Engineering and Computing, University of the Andes, Colombia
hc[email protected]
Dr. Busyairah Binti Syd Ali
Department of Software Engineering, University of Malaya, Malaysia
[email protected]
Dr. Sri Devi Ravana
Department of Information system, University of Malaya, Malaysia
[email protected]
Dr. Karpaga Selvi Subramanian
Department of Computer Engineering, Mekelle University, Ethiopia
[email protected]
Dr. Mazliza Binti Othman
Department of Computer System & Technology, University of Malaya, Malaysia
[email protected]
Dr. Chiam Yin Kia
Department of Software Engineering, University of Malaya, Malaysia
[email protected]
Dr. OUH Eng Lieh
Department of Information Systems, Singapore Management University, Singapore
[email protected]

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    Editorial Note

    Editorial Dr. K. Ganesh

    Editor-in-Chief
    Dr. K. Ganesh
    Global Lead, Supply Chain Management, Center of Competence and Senior Knowledge
    Expert at McKinsey and Company, India
    [email protected]
    Editorial Advisory Board
    Dr. Eng. Hamid Ali Abed AL-Asadi
    Department of Computer Science, Basra University, Iraq
    [email protected]
    Dr. Norjihan Binti Abdul Ghani
    Department of Information System, University of Malaya, Malaysia
    [email protected]
    Dr. Christos Bouras
    Department of Computer Engineering & Informatics, University of Patras, Greece
    [email protected]
    Dr. Maizatul Akmar Binti Ismail
    Department of Information System, University of Malaya, Malaysia
    [email protected]
    Dr. Harold Castro
    Department of Systems Engineering and Computing, University of the Andes, Colombia
    [email protected]
    Dr. Busyairah Binti Syd Ali
    Department of Software Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Sri Devi Ravana
    Department of Information system, University of Malaya, Malaysia
    [email protected]
    Dr. Karpaga Selvi Subramanian
    Department of Computer Engineering, Mekelle University, Ethiopia
    [email protected]
    Dr. Mazliza Binti Othman
    Department of Computer System & Technology, University of Malaya, Malaysia
    [email protected]
    Dr. Chiam Yin Kia
    Department of Software Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. OUH Eng Lieh
    Department of Information Systems, Singapore Management University, Singapore
    [email protected]

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