Protecting the privacy of data in multi-cloud is a crucial task. Data mining technique that protects individual while those data. The most significant task entails obtaining from numerous remote databases. Mining algorithms can obtain sensitive information once warehouse. Many traditional algorithms/techniques promise to provide safe transfer, storing, and retrieving over cloud platform. These ...

Statistical data are frequently not precise numbers but more or less non-precise, also called fuzzy. Measurements of continuous variables are always fuzzy to a certain degree. Therefore histograms and generalized classical statistical inference methods for univariate fuzzy data have to be considered. Moreover Bayesian inference methods in the situation of fuzzy a-priori information and fuzzy da...

Homomorphic encryption (HE) is one of the representative solutions to privacy-preserving machine learning (PPML) classification enabling server classify private data clients while guaranteeing privacy. This work focuses on PPML using word-wise fully homomorphic (FHE). In order implement deep HE, ReLU and max-pooling functions should be approximated by polynomials for operations. Most previous s...