Abstract: Network traffic management apparatuses, systems, methods, and computer-readable media for automatically detecting attack signatures and generating attack signature identifications, involving: collecting a stable dataset during a stable time; determining whether a cyber-attack is detected; when a cyber-attack is detected, periodically generating attack signatures and updating an enforcer with the attack signatures, the attack signatures representing dynamic rules to be enforced; validating the dynamic rules via a long-time validation mechanism, validating involving considering behavior of each dynamic rule after the cyber-attack and during a new cyber-attack and ranking each dynamic rule using the stable dataset, thereby generating persistent rules having a dynamic rule; exporting the persistent rules to a security enforcer; introducing the persistent rules to a persistent rule revocater; determining whether export of an unrevoked persistent rule is requested; and if requested, exporting the unrevoked persiste