20.500.12556/DKUM-27698 An algorithm for protecting knowledge discovery data In the paper, we present an algorithm that can be applied to protect data before a data mining process takes place. The data mining, a part of the knowledge discovery process, is mainly about building models from data. We address the following question: can we protect the data and still allow the data modelling process to take place? We consider the case where the distributions of original data values are preserved while the values themselves change, so that the resulting model is equivalent to the one built with original data. The presented formal approach is especially useful when the knowledge discovery process is outsourced. The application of the algorithm is demonstrated through an example. data protection algorithm classification algorithm disclosure control data mining knowledge discovery data security algoritem podatkovne varnosti klasifikacijski algoritem podatkovno rudarjenje odkrivanje znanja varnost podatkov true false false Angleški jezik Ni določen Neznano 2012-06-01 12:03:56 2012-06-01 12:03:56 2022-04-15 03:45:27 2019-07-10 12:20:30 2003 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.6.05 8256534 0868-4952 URN:SI:UM:DK:KNVPHC8T http://www.vtex.lt/informatica/htm/INFO449.htm 1 https://dk.um.si/Dokument.php?lang=slv&id=37015 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0