Modernized Intrusion Detection Using Enhanced Apriori Algorithm
Lalli, Palanisamy · International Journal of Wireless & Mobile Networks · 2013
Communication networks are essential and it will create many crucial issues today.Nowadays, we consider that the firewalls are the first line of defense but that policies cannot meet the particular requirements of needed process to achieve security.Most of the research has been done in this area but we are lagging to achieve security needs.Already many models such as ADAM, DHP, LERAD and ENTROPHY are proposed to resolve security problems but we need an efficient model to detect new types of various intrusions within the entire network.In this paper, we proposed to design a modernized intrusion detection system which consist of two methods such as anomaly and misuse detection.Both are integrated and also used to detect novel attacks.Our system proposed to discover temporal pattern of attacker behaviors, which is profiled using an algorithm EAA (Enhanced Apriori Algorithm).This is experimented with a simple interface to display the behaviors of attacks effectively.