A New Model of Intrusion Detection Based on Data Warehouse and Data Mining
Now, security of network is threaten from double layers inside and outside network, the inherent defect of firewall technology makes the intrusion detection and network traffic analysis as the main means of defense, aiding firewall. Now network intrusion detection have problem of higher false alarm rate, we apply the data warehouse and the data mining in intrusion detection and the technology of network traffic monitoring and analysis, propose a new model of intrusion detection based on the data warehouse and the data mining. The experimental result indicates this model can find effectively many kinds behavior of network intrusion and have higher intelligence and environment accommodation.
B. Qi and Y. F. Dong, "A New Model of Intrusion Detection Based on Data Warehouse and Data Mining", Advanced Materials Research, Vols. 383-390, pp. 303-307, 2012