Research of Network Flow Correlation Based on Principal Components Analysis
Hui Xin He · Jisuanji gongcheng · 2007
Network traffic is composed of many connections between hosts, which send all kinds of traffic data. Most studies focus on the statistic of integrated traffic, ignoring the microscopic relationship of different network flows. The paper focuses on analyzing the integrated traffic in a microscopic view, trying to find the relationship of network flows which are based on source and destination IP addresses and studying the difference of normal network flows and attack network flows in correlation.