Systems and methods for authenticating client devices accessing a wireless communication network through an access point communicatively coupled with an authentication server are provided. The authentication server receives an authentication request, including a first message integrity code (MIC) of a client-specific pre-shared key, from the access point or a wireless local area network (LAN) controller that manages the access point, to establish an encrypted communication channel between a client and the access point. In response to receipt of the authentication request, the authentication server validates the first MIC by receiving various attributes from the access point or the wireless LAN controller and determining a second MIC based on the client-specific pre-shared key of the client known to the authentication server and the received attributes so that the client-specific pre-shared key is validated to be authentic when the first MIC matches with the second MIC.