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Privacy preserving electronic data gathering

โœ Scribed by E.C. Laskari; G.C. Meletiou; D.K. Tasoulis; M.N. Vrahatis


Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
488 KB
Volume
42
Category
Article
ISSN
0895-7177

No coin nor oath required. For personal study only.

โœฆ Synopsis


Most organizations, from private business to scientific institutes, own large information databases. Analysis of these databases can be very beneficial to the owner organizations, as it contributes to knowledge discovery, rib extract broader and more accurate conclusions, knowledge discovery techniques need to be applied on a collection of databases of different organizations involved in the same field. This paper addresses two issues associated with electronic data gathering: confidentiality of the organization that supplies a particular database, and authentication of the provided data.


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Privacy preserving data mining: A noise
โœ Md Zahidul Islam; Ljiljana Brankovic ๐Ÿ“‚ Article ๐Ÿ“… 2011 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 356 KB

During the whole process of data mining (from data collection to knowledge discovery) various sensitive data get exposed to several parties including data collectors, cleaners, preprocessors, miners and decision makers. The exposure of sensitive data can potentially lead to breach of individual priv