Experimental Analysis for Novel K-NN Classification Algorithm in Cloud Computing

Provided by: Binary Information Press
Topic: Cloud
Format: PDF
Privacy Preserving Data Mining (PPDM) refers to that the authors can use technical method, such as data perturbation, data reconstruction, encryption, to do the mining job while the miner can't access the original private data under the premise of sufficient precision and accuracy. Now-a-days, there are many PPDM algorithms around the classification mining, clustering and association rules mining. However, in the cloud computing environment, there is no PPDM algorithm which can do data mining while protecting privacy.

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