Firewall rules and policies are automatically managed in accordance with relevancy to network traffic on a wireless network. A specific firewall rule is applied to the network packet being examined based on the identified application based on a ranking of a relevancy score. Responsive to the specific firewall rule application, the relevancy score associated with the specific firewall rule are increased, and relevancy scores for other firewall rules of the predetermined firewall rule category that are not applied to the network packet decreased. Firewall rules of the category, for order of application, are ranked based on the relevancy scores. Firewall rules having relevancy scores below a predetermined relevancy threshold are disabled and the administrator is notified.