A network embedding based approach for telecommunications fraud detection

Abstract

Over the last few years, telecommunications fraud has caused substantial economic losses. A bank fraud management system is a cooperative system, which needs the data integrated from multiple sources and cooperative work among different departments. In this paper, we design a cooperative workflow for telecommunications fraud control and propose a network embedding based approach for telecommunications fraud detection. We conduct experiments on real-world data to demonstrate the effectiveness of the proposed method.