Preventing Information Lose and Membership Disclosure on Highdimensional Data
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2013, Vol 2, Issue 11
Abstract
The existing methods generalization and bucketization could not give a satisfactory result for privacy preserving on microdata. It results loss of information and some does not prevent the membership disclosure. In this paper, I present a new idea slicing, which partitions the data both horizontally and vertically. I justify that slicing preserves the data integrity and gives the member protection even it can handle high dimensional data. This can be used in protection of attribute disclosure and develop an algorithm to obey the ℓ-diversity requirement. Our experiments shows that slicing gives a better and effective utility better than the existing one.
Authors and Affiliations
A. Sridevi, S. Rama Sree
Keywords
Related Articles
- EP ID EP27754
- DOI -
- Views 282
- Downloads 2
An Optimal and Secure Ranking Search Over out Sourced Cloud Databases
Considering top k multi keywords from the out sourced information files is still an intriguing examination issue in light of the fact that out sourced information over cloud can be scrambled for secrecy .In this pape...
Unobservable Secure Proactive Routing Protocol For Fast & Secure Transmission
a mobile ad hoc network (MANET) is a collection of mobile nodes that is connected through a wireless medium forming rapidly changing topologies. it allowing people and devices to seamlessly communicate without any p...
Secure Group Communication by Establishing a Novel Trust Relationship Model and Detecting Malicious nodes in Peer to Peer Systems
Trust administration in P2P framework is utilized to distinguish vindictive practices and to advance legitimate and agreeable communications. The fundamental objective of the prior P2P frameworks is the capacity of c...
Survey on Different Data Hiding Techniques
Data is a vital resource in all areas. With the wide use of internet, the security of the data being transmitted over internet also became an important challenge. Now data security over internet has been an important...
Usage of Ring Signatures To Develop Homomorphic Authenticators In Oruta To Confirm The Uprightness Of Shared Information
It is rehearsed for clients to impact distributed storage administrations to add to information with others in a gathering as information sharing form into a standard element in most distributed storage offerings inc...