BP learning method by secure distributed processing with dummy decomposition parameters

Abstract

Secure Multiparty Computation (SMC) is known as a secure distributed processing method for data. In the previous papers, the author proposed an algorithm for the Back Propagation (BP) method, a well-known machine learning method, in combination with SMC. In this paper, we propose a more efficient learning algorithm by using dummy decomposition parameters.