An Adaptive Authentication Based on Reinforcement Learning

Different authentication confidence probabilities are required when doing different amount of online commercial transfer. We should use different combinations of authentication methods according to different level of authentication confidence requirements. This paper proposes a new multi-factor authentication based on reinforcement learning to realize adaptive authentication. Numerical results show our scheme can reduce the authentication cost while satisfying authentication confidence.