Privacy Preservation for Knowledge Discovery: A Survey
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2013, Vol 9, Issue 5
Abstract
Today’s globally networked society places great demand on the dissemination and sharing of information. Privacy Preservation is an important issue in the release of data for mining purposes. How to efficiently protect individual privacy in data publishing is especially critical. With releasing of microdata such as social security number disease by some organization should contain privacy in data publishing. Data holders can remove explicit identifiers to gain privacy but other attributes which are in published data can lead to reveal privacy to adversary. So several methods such as K-anonymity, L-diversity, T-closeness, (n,t) closeness, (α,k)-anonymization, p-sensitive k-anonymity and others method come into existence to maintain privacy in data publishing
Authors and Affiliations
Jalpa Shah
Keywords
Related Articles
- EP ID EP161865
- DOI -
- Views 72
- Downloads 0
Sentiment analysis for improving healthcare system for women
Abstract: The system proposes a feedback mechanism wherein, sentiment analysis is performed from surveys and tweets based on prevailing health issues among adult women in India and the social opinion on prevalenthealth i...
Cloud for Big Data Analytics Trends
Abstract. Cloud can provide infrastructure, platform, and software resources as services to big data. Big Data gives substantial value to organizations who implement cloud in their infrastructure. Big data and cloud tech...
Cloud Based Global Pharma Solutions
Abstract: Cloud Technology consists of Software-As-A-Service (SAAS) model, which gives many users the freedom to use the single application in which the application will be hosted centrally for the customers. In Current...
Comparative Study and Analysis of Image Inpainting Techniques
Image inpainting is a technique to fill missing region or reconstruct damage area from an image.It removes an undesirable object from an image in visually plausible way.For filling the part of image, it use  ...
VCloud: Dynamic Resource Allocation for the Cloud Users
Abstract: Cloud building means virtualization of whole system like hardware and software. That is accessible through network at any time anywhere in this world. The resources of cloud are allocated to the requested...