Downloads: 120 | Views: 271
Review Papers | Information Technology | India | Volume 4 Issue 3, March 2015 | Popularity: 6.3 / 10
Privacy Preserving Data Mining
Divya Rana
Abstract: There is a tremendous increase in the research of data mining. Data mining is the process of extraction of data from large database. Knowledge Discovery in database (KDD) is another name of data mining. Privacy protection has become a necessary requirement in many data mining applications due to emerging privacy legislation and regulations. One of the most important topics in research community is Privacy Preserving Data Mining (PPDM). Privacy preserving data mining (PPDM) deals with protecting the privacy of individual data or sensitive knowledge without sacrificing the utility of the data. The Success of Privacy Preserving data mining algorithms is measured in terms of its performance, data utility, level of uncertainty or resistance to data mining algorithms etc. In this paper we will review on various privacy preserving techniques like Data perturbation, condensation etc.
Keywords: Data Mining, Privacy Preserving, KDD
Edition: Volume 4 Issue 3, March 2015
Pages: 1895 - 1898
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Information Technology, United States of America, Volume 12 Issue 4, April 2023
Pages: 1524 - 1530OCR and AI Augmented CRM Systems: A Novel Approach to Customer Data Mining and Analysis for Digital Transformation
Sharda Kumari, Avinash Malladhi
Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Student Project, Information Technology, India, Volume 10 Issue 12, December 2021
Pages: 695 - 698Intrusion Detection using Machine Learning Techniques
Akshay Kaushik, Varun Goel
Downloads: 7 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Masters Thesis, Information Technology, Zimbabwe, Volume 11 Issue 2, February 2022
Pages: 133 - 136A Comparative Model for Predicting Customer Churn using Supervised Machine Learning
Muchatibaya Adrin, David Fadaralika
Downloads: 10 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2
Informative Article, Information Technology, India, Volume 9 Issue 8, August 2020
Pages: 1566 - 1570Customer Segmentation and Personalization in Banking Services: Investigating the use of Big Data Analytics to Segment Banking Customers based on their Behavior, Demographics, and Preferences, and Leveraging these Insights to Personalize Banking Services and Marketing Campaigns
Sree Sandhya Kona
Downloads: 95
Survey Paper, Information Technology, India, Volume 3 Issue 6, June 2014
Pages: 1479 - 1482Analysis of NSL-KDD Dataset for Fuzzy Based Intrusion Detection System
Macdonald Mukosera, Thabiso Peter Mpofu, Budwell Masaiti