With the prevalence of mobile e-commerce, fraudulent transactions conducted by robots are becoming increasingly common in payments, which is severely undermining market fairness and resulting financial losses. It has become a difficult problem for applications to identify robotic automation accurately efficiently from massive number transactions. The current research does not propose any effect...