After adopting AI-based machine learning methods, its accuracy rate of detecting illegal use of credit cards in the category of overseas offline transactions increased by second half of 2017. Shinhan Financial Group also strengthened its security level by utilizing the self-developed security software Patch Management System (PMS) to protect customers’ information.