SURVEY PAPER ON PRIVACY PRESERVING DATA MINING TECHNIQUES
Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.6, No. 10)Publication Date: 2017-10-30
Authors : Shreyans Gupta; Hrushabh Bhadkamkar;
Page : 164-168
Keywords : Privacy threats; anonymization; randomization response; Perturbation.;
Abstract
The main aim of Data mining techniques are to try to find out helpful patterns from the data that is big in quantity. These ideas or patterns are useful to find out some useful information. The abilities learned through fully knowledge mining approaches may contain confidential information about persons or trade. Upkeep of secrecy is a gigantic aspect of information mining also as a result be taught of attaining some information mining ambitions without dropping the secrecy of the individuals .The assessment of privacy preserving data mining (PPDM) algorithms must don't forget the penalties of those algorithms in mining the outcome along with retaining privacy. Inside the constraints of privateness, a couple of ways have been introduced however nonetheless this branch of exploration is in its early life .The success of privateness preserving data mining procedures is measured in phrases of its efficiency, data utility, degree of uncertainty or resistance to data mining procedures and so on. Nevertheless no privateness maintaining algorithm exists that outperforms all others on all feasible standards. Rather, an algorithm could participate in better than one other on one exact criterion. So, the aim of this paper is to show the current situation of privacy preserving knowledge mining framework and tactics
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Last modified: 2017-10-09 20:19:13