High Dimensional Data Handling Technique Using Overlapping Slicing Method for Privacy Preservation

Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
In this paper, the authors propose and prove a new technique called \"Overlapping slicing\" for privacy preservation of high dimensional data. The process of publishing the data in the web faces many challenges today. The data usually contains the personal information which are personally identifiable to anyone, thus poses the problem of Privacy. Privacy is an important issue in data publishing. Many organizations distribute non-aggregate personal data for research, and they must take steps to ensure that an adversary cannot predict sensitive information pertaining to individuals with high confidence.

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