With the increasing popularity of mobile payment and the development of payment platforms such as Alipay and WeChat Pay, more and more users are using their cell phones for mobile payment. Mobile payment has deeply changed the payment life of residents in the fields of government and people's livelihood, transportation and medical services, which in turn has affected our living standard.