期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2015
卷号：3
期号：3
DOI：10.15680/ijircce.2015.0303119
出版社：S&S Publications
摘要：With the rapid growth in networking technology, hardware and software there is large amount of datacollection. Organizations take large volumes of data from heterogeneous databases. This data is huge and containssensitive data. Organizations data contains private information. The data mining takes patterns from sensitive data usedfor decision making. There may be chance of misusing information without knowledge of actual data owner.Privacy preserving with secret sharing (PPSS) technique gives new direction to solve this problem. PPSS maintainsprivacy for data. Secret sharing takes keys for providing privacy to individual data. After the modification data is donein such a way that original data remains private even after secret sharing process.In this paper we have proposed a framework that allows simple transformation of original data using encryption andsecret sharing technique and providing security for keys used for encryption by secret sharing while transformation ofdata. Proposed technique increased the security and maintaining privacy for data as well as key. Using this approach wecan achieve more confidentiality at client as well as data owner sites in distributed environment.
关键词：Data Mining; Cryptography; Secret Sharing; Data perturbation; Privacy
