Applying non-negative matrix factorization methods to discover user;s resource access patterns for computer security tasks

Abstract

In the paper we describe the NMF-based approach applied to the problem of determining an employee's access needs. The conducted research showed that the proposed NMF-based methods provide a useful analytical framework for processing and modeling employee's access needs data, and the obtained results demonstrate acceptable performance and provide descriptive representation model.