Privacy Preserving In Data Mining Using Sanitization algorithm
Abstract & Details
Research Area
Data Mining
Keywords
Privacy Preserving Data Mining
Document Sanitization.
Abstract
Data mining is a process of analysing data from different perspectives and summarizing it into useful information.Data mining deals with large database which can contain sensitive information. It requires data preparation which can uncover information or patterns which may compromise confidentiality and privacy obligations. However, the sharing of data has also raised a number of ethical issues. Some such issues include those of privacy, data security, and intellectual property rights. A number of algorithmic techniques have been designed for privacy-preserving data mining due to the wide proliferation of sensitive information on the internet. In this paper, we have proposed an tabular approach in which the output of data mining applications is sanitized for privacy-preservation purposes.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Arun T. Maheshwari | L.J. Institute of Engineering & Technology |
| 2 | Jasmine Jha | L.J. Institute of Engineering & Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Maheshwari, Arun T. & Jha, Jasmine (2016). Privacy Preserving In Data Mining Using Sanitization algorithm. International Journal of Advance Research and Innovative Ideas In Education, 2(3), 3156-3162.
MLA Style
Maheshwari, Arun T., and Jasmine Jha. "Privacy Preserving In Data Mining Using Sanitization algorithm." International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 3, 2016, pp. 3156-3162.
IEEE Style
Arun T. Maheshwari and Jasmine Jha, "Privacy Preserving In Data Mining Using Sanitization algorithm," International Journal of Advance Research and Innovative Ideas In Education, vol. 2, no. 3, pp. 3156-3162, 2016.
Vancouver Style
Maheshwari Arun T., Jha Jasmine. Privacy Preserving In Data Mining Using Sanitization algorithm. International Journal of Advance Research and Innovative Ideas In Education. 2016;2(3):3156-3162.
Harvard Style
Maheshwari, Arun T. & Jha, Jasmine (2016) 'Privacy Preserving In Data Mining Using Sanitization algorithm', International Journal of Advance Research and Innovative Ideas In Education, 2(3), pp. 3156-3162.
Chicago Style
Maheshwari, Arun T. and Jasmine Jha. "Privacy Preserving In Data Mining Using Sanitization algorithm." International Journal of Advance Research and Innovative Ideas In Education 2, no. 3 (2016): 3156-3162.
Turabian Style
Maheshwari, Arun T. and Jasmine Jha. "Privacy Preserving In Data Mining Using Sanitization algorithm." International Journal of Advance Research and Innovative Ideas In Education 2, no. 3 (2016): 3156-3162.
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