摘要
提出了一种基于多层加权聚类的网络攻击检测方法,通过计算多层聚类加权的均值,设定每个攻击事件的加权平均值,对异构多层攻击进行有效整合,解决了多层攻击事件检测结果不一致带来的检测不准的问题。实验证明,这种方法能够有效整合多层攻击事件,保证了网络的安全,取得了满意的结果。
We propose a network attack detection method based on multi-layer weighted clustering in this paper. The average value of weighted of each attack is set and heterogeneous multi-layer attack is mixed together effectively by calculating the average value of multi-layer clustering weighted. The problem that the detection is not accurate caused by the inconsistent detection result of multi-layer attack is resolved. The experiment shows that the multi-layer attack can be mixed together effectively to ensure the security of the network and the satisfactory result is obtained.
出处
《苏州大学学报（工科版）》
CAS
2011年第6期65-69,共5页
Journal of Soochow University Engineering Science Edition (Bimonthly)
关键词
网络攻击
加权均值
模糊聚类
network attack
average value of weighted
fuzzy clustering
