Private-preserving association rules mining

Shen Xu-chang · Jisuanji gongcheng yu sheji · 2005

Privacy preserving in datamining is a significant direction. M. Kantarcioglu hasproposed a method for horizontally partitioned data . A scenario in which two parties owning confidential databases wish to run an algorithm on the union of their database is addressed [2] without revealing any unnecessary information. A two-party algorithm for efficiently discovering frequent item setswith minimum support level is presented without either site reveal individual transaction values.

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