Detection and Mitigation of Denial of Service Attack in Interconnected Systems
Denial-of-Service (DoS) is one of the most important and severe attack in the interconnected systems. In this paper, the authors present a DoS attack detection and mitigation. The detection system that uses Multivariate Correlation Analysis (MCA) for accurate network traffic characterization by extracting the geometrical correlations between network traffic features. Their MCA-based DoS attack detection system employs the principle of anomaly-based detection in attack recognition and the mitigation system uses the IP-trace back algorithm. The effectiveness of their proposed detection system is evaluated using KDD Cup 99 dataset and the influences of both non-normalized data and normalized data on the performance of the proposed detection system are examined.
Subscribe to the Developer Insider Newsletter
From the hottest programming languages to commentary on the Linux OS, get the developer and open source news and tips you need to know. Delivered Tuesdays and Thursdays