A combinatoral problem in database security
Discrete Applied Mathematics
An Optimization Problem in Statistical Databases
SIAM Journal on Discrete Mathematics
VICUS: a noise addition technique for categorical data
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Hi-index | 0.00 |
Many believe that data mining poses the biggest privacy challenge in the next decade. In this paper we concentrate on threats to privacy arising from the possibility of combining aggregate data to deduce the confidential individual values. We determine the maximum number of sum totals that can be disclosed without leading to a 2- compromise in a 1-dimensional database for range queries.