A Survey on Security Models for Data Privacy in Big Data Analytics

Authors

  • Avula Satya Sai Kumar Research Scholar, Department of Computer Science and Engineering, Annamalai University, Tamil Nadu, India
  • S. Mohan Assistant Professor, Department of Computer Science and Engineering, Annamalai University, Tamil Nadu, India
  • R. Arunkumar Assistant Professor, Department of Computer Science and Engineering, Annamalai University, Tamil Nadu, India

DOI:

https://doi.org/10.51983/ajcst-2018.7.S1.1798

Keywords:

Attribute Based Encryption, Data Privacy, Access Control

Abstract

As emerging data world like Google and Wikipedia, volume of the data growing gradually for centralization and provide high availability. The storing and retrieval in large volume of data is specialized with the big data techniques. In addition to the data management, big data techniques should need more concentration on the security aspects and data privacy when the data deals with authorized and confidential. It is to provide secure encryption and access control in centralized data through Attribute Based Encryption (ABE) Algorithm. A set of most descriptive attributes is used as categorize to produce secret private key and performs access control. Several works proposed in existing based on the different access structures of ABE algorithms. Thus the algorithms and the proposed applications are literally surveyed and detailed explained and also discuss the functionalities and performance aspects comparison for desired ABE systems.

References

A. Shamir, "How to share a secret," Communications of the ACM, vol. 22, no. 11, pp. 612–613, 1979.

V. Goyal, O. Pandey, A. Sahai, and B. Waters, "Attribute-based encryption for fine-grained access control of encrypted data," in Proceedings of the 13th ACM Conference on Computer and Communications Security. ACM, pp. 89–98, 2006.

J. Bethencourt, A. Sahai, and B. Waters, "Cipher text-policy attribute-based encryption," in Security and Privacy, 2007. SP 07. IEEE Symposium on. IEEE, pp. 321–334, 2007.

Z. Qiao, S. Liang, S. Davis, and H. Jiang, "Survey of attribute based encryption," in 15th IEEE International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel Distributed Computing, June 2014.

G. K. Sandhia and Dr. S. V. Kasmir Raja, "Survey on Attribute-Based Encryption schemes for securing the data in cloud environment," International Journal or Pure and Applied Mathematics, vol. 115, no. 6, pp. 565-569, 2017.

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Published

07-11-2018

How to Cite

Satya Sai Kumar, A., Mohan, S., & Arunkumar, R. (2018). A Survey on Security Models for Data Privacy in Big Data Analytics. Asian Journal of Computer Science and Technology, 7(S1), 87–89. https://doi.org/10.51983/ajcst-2018.7.S1.1798

Issue

Vol. 7 No. S1 (2018): Special Issue November 2018

Section

Articles

License

Copyright (c) 2018 The Research Publication

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.