Title :
A DoS Attack Situation Visualization Method Based on Parallel Coordinates
Author :
Yang Ying-Jie ; Liu Yu-hua
Author_Institution :
Zhengzhou Sci. & Inf. Technol. Inst., Zhengzhou, China
Abstract :
DoS attack situation changed by many situation elements. To make it easier to network manager´s awareness, a DoS attack situation visualization method based on Parallel Coordinates is proposed. In this method, node resource consumption is represented as the values of axes. Resource usages for each node express by a fold line. The overall impact and node resource consumption details of DoS attacks can effectively demonstrate. In addition, interactive K-Means algorithm is used to cluster nodes and color different classifications into different colors. Experimental result shows that the clustering performance is improved without increasing the burden on the system, and the visualization is enhanced.
Keywords :
computer network security; data visualisation; DoS attack situation visualization method; cluster nodes; interactive k-means algorithm; node resource consumption; parallel coordinates; Algorithm design and analysis; Classification algorithms; Clustering algorithms; Computer crime; Convergence; Data visualization; Visualization; DoS attacks; K-Means; Situation visualization; network security situation awareness; situation assessment;
Conference_Titel :
Computer and Information Technology (CIT), 2012 IEEE 12th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-4873-7
DOI :
10.1109/CIT.2012.85
