“…Intrusion detection is the process of detecting and responding to malicious activity that is aimed at attacking the network [24,25]. Several techniques for detecting intrusions have been studied [56,75,79]. Network firewalls often implement security policies at the front-end to protect computers from malicious attacks [33].…”