Big Data Privacy Methods
Abstract & Details
Research Area
computer sceince
Keywords
Big data Privacy and security Privacy preserving: k-anonymity: T-closeness
L-diversity
De-identification
Abstract
Big data is a term used for large and complex data sets that cannot be stored and processed using traditional data processing software. Since, Big data require high computational power and storage, distributed system are used. Big data Analytics is a term used for deriving some meaningful and hidden data from the large data sets. The data sets are collected from social media, healthcare centers, data governance, institutions, etc. Thus, privacy and security of the data become the prime concern. This paper focus on the privacy and security concerns and the problems in the privacy of big data. The privacy in big data is divided into three stages-data generation, data storage and data processing. This paper also covers some traditional methods adopted for privacy in big data, the challenges faced by these techniques. The goal of this paper is to study the recent techniques adopted for privacy and draw their comparison in order to declare the most efficient technique among all of them.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Avani Kothari | Sri Vaishnav Institute of Technology & Science |
| 2 | Meenal Sankhla | Sri Vaishnav Institute of Technology & Science |
| 3 | Akshay Khandelwal | Sri Vaishnav Institute of Technology & Science |
| 4 | Himanshi Solanki | Sri Vaishnav Institute of Technology & Science |
| 5 | Jayesh Surana | Sri Vaishnav Institute of Technology & Science |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Kothari, Avani, Sankhla, Meenal, Khandelwal, Akshay, Solanki, Himanshi, & Surana, Jayesh (2017). Big Data Privacy Methods. International Journal of Advance Research and Innovative Ideas In Education, 3(2), 5500-5507.
MLA Style
Kothari, Avani, et al. "Big Data Privacy Methods." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, 2017, pp. 5500-5507.
IEEE Style
Avani Kothari, Meenal Sankhla, Akshay Khandelwal, Himanshi Solanki, and Jayesh Surana, "Big Data Privacy Methods," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 2, pp. 5500-5507, 2017.
Vancouver Style
Kothari Avani, Sankhla Meenal, Khandelwal Akshay, Solanki Himanshi, Surana Jayesh. Big Data Privacy Methods. International Journal of Advance Research and Innovative Ideas In Education. 2017;3(2):5500-5507.
Harvard Style
Kothari, Avani, Sankhla, Meenal, Khandelwal, Akshay, Solanki, Himanshi, & Surana, Jayesh (2017) 'Big Data Privacy Methods', International Journal of Advance Research and Innovative Ideas In Education, 3(2), pp. 5500-5507.
Chicago Style
Kothari, Avani, et al. "Big Data Privacy Methods." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 5500-5507.
Turabian Style
Kothari, Avani, et al. "Big Data Privacy Methods." International Journal of Advance Research and Innovative Ideas In Education 3, no. 2 (2017): 5500-5507.
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