Privacy Preserving Data Publishing: Using Overlapping Slicing and Attribute
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 3
Abstract
Privacy preserving publishing is the kind of techniques to apply privacy to collected vast amount of The data publication processes are today still very difficult. Data often contains personally identifiable information and therefore releasing such data may result in privacy breaches; this is the case for the examples of microdata, e.g., census data and medical data. The proposed techniques in this project accelerate accessing speed of user as well as applying privacy to collected data. Several anonymization techniques were designed for privacy preserving data publishing. Recent work in data publishi information, especially for high dimensional data. Bucketization, on the other hand, does not prevent membership disclosure. I propose an overlapping slicing method for handling high into more than one column, we protect privacy by breaking the association of uncorrelated attributes and preserve data utility by preserving the association between highly correlated attributes. This technique releases mo correlations thereby, overlapping slicing preserves better data utility than generalization and is more effective than bucketization in workloads involving the sensitive attribute
Authors and Affiliations
Lavanya
Keywords
Related Articles
- EP ID EP106498
- DOI -
- Views 86
- Downloads 0
DEVELOPMENT OF A SUSTAINABLE CONCRETE WASTE RECYCLING SYSTEM
Construction solid waste has caused serious environmental problems. Reuse, recycling and reduction of construction materials have been advocated for many years, and various methods have been investigated. There ma...
COMPRESSION AND PERFORMANCE OF DETECTION SCHEME BY VARYING MODULATION BITS AND SIZE OF MIMO SYSTEM
MIMO Plays an momentous Role in fourth generation Wireless technology. This technology is being perpetually used in designing of a no. of rapidly frowning Cost effective and reliable systems. As MIMO stand for MULTIPLE...
Design and Development of Automated Faucet Valve Regulating Mechanism
As the population in our world is increasing alarmingly there arise numerous problems pertaining to the survival of human beings. One major problem being water scarcity. The main reason behind this being increased...
Response Evaluation of Stairways in RC Frames Under Earthquake Ground Motions
Stairways, the primary vertical emergency exit routes in multistory buildings, are critically important for egress and access during earthquakes and fires. Seismically damaged stairways have delayed evacuation, im...
System Security by Measuring and Analyzing Biological Data Authentication Modalities
Most biometric verification systems are done based on knowledge base and token based identification these are prone to fraud. Biometric authentication employs unique combinations of measurable physical characteris...