A Better Approach for Privacy Preserving Data Publishing by Slicing
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 111 | Views: 373

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014 | Popularity: 6.4 / 10


     

A Better Approach for Privacy Preserving Data Publishing by Slicing

Mohd Faquroddin, G. Kiran Kumar


Abstract: In order to preserve Micro data publishing, several anonymization techniques, such as generalization and bucketization, have been designed. Recent work has shown that generalization loses considerable amount of information, especially for high dimensional data. Bucketization, on the other hand, does not prevent membership disclosure and does not apply for data that do not have a clear separation between quasi-identifying attributes and sensitive attributes. Hence, a novel technique called slicing is presented, which partitions the data both horizontally and vertically. The slicing preserves better data utility than generalization and can be used for membership disclosure protection. Another important advantage of slicing is that it can handle high-dimensional data and also slicing can be used for attribute disclosure protection and develop an efficient algorithm for computing the sliced data that obey the diversity requirement. Several experiments confirm that slicing preserves better utility than generalization and is more effective than bucketization in workloads involving the sensitive attribute and also demonstrate that slicing can be used to prevent membership disclosure.


Keywords: Data Anonymization, Privacy Preservation, Data publishing, Data Security, Generalization, Bucketization


Edition: Volume 3 Issue 12, December 2014


Pages: 658 - 661



Make Sure to Disable the Pop-Up Blocker of Web Browser


Text copied to Clipboard!
Mohd Faquroddin, G. Kiran Kumar, "A Better Approach for Privacy Preserving Data Publishing by Slicing", International Journal of Science and Research (IJSR), Volume 3 Issue 12, December 2014, pp. 658-661, https://www.ijsr.net/getabstract.php?paperid=SUB14455, DOI: https://www.doi.org/10.21275/SUB14455

Similar Articles

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 13 Issue 9, September 2024

Pages: 1075 - 1080

Improving Health Information Security in Mobile Cloud Computing with Blockchain and Modular Encryption Techniques

Vikasa Bheemashankara Pateela, K Rahul Krishna, Dr. Krishna Kumar P R, Triveni N

Share this Article

Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Analysis Study Research Paper, Computer Science & Engineering, India, Volume 13 Issue 8, August 2024

Pages: 832 - 839

Leveraging Artificial Intelligence for Enhanced Cybersecurity: A Systematic Approach

Mohammed Saleem Sultan, Mohammed Shahid Sultan

Share this Article

Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 11 Issue 6, June 2022

Pages: 625 - 633

Ridesharing DApps - A Study on Peer-to-Peer Ridesharing on Ethereum

Tushar S Menon, Aviral Srivastava, Aditya, Dr. Radhika K R

Share this Article

Downloads: 4 | Weekly Hits: ⮙3 | Monthly Hits: ⮙4

Analysis Study Research Paper, Computer Science & Engineering, India, Volume 9 Issue 4, April 2020

Pages: 1837 - 1849

Decentralization of Big Data with Blockchain

Venkata Naga Sai Kiran Challa

Share this Article

Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 11, November 2022

Pages: 772 - 776

Cryptographic Algorithm to Augment Data Security

Vipin R Bharadwaj, Nalina V, Rithvik Mohan V

Share this Article
Top