Privacy-Preserving Cloud Data Mining-as-a-Service

The internet has made a revolution in the world and data transaction has been an outstanding concept in communications. The data resources have been located in disparate servers which are situated in different geographical locations. So, preserving the privacy of data is considered one of the most important challenges in the virtual world. The modified subspace clustering algorithm which is called subclu was introduced for mining big data from cloud data servers. The modified subspace clustering was applied in one of the phases of mining data from cloud data mining and also privacy-preserving techniques are along with this algorithm. This approach leads to increased accuracy and speed

Keywords:

big data , clustering , subspace clustering , subclu , privacy-preserving