网络安全态势感知与响应的自适应方法
Adaptive Methods for Network Security Situational Awareness and Response
薛永平 1郭治豪 1周展利1
作者信息
- 1. 广西农业职业技术大学,广西南宁 530007
- 折叠
摘要
随着网络安全威胁日益增加,文章提出一种基于网络安全态势感知与响应的自适应方法,以应对不断变化的网络攻击.首先,构建网络安全态势分析与处理框架.其次,利用随机森林算法分析异常网络流量.最后,进行实验分析.实验结果表明,所提方法能够有效识别不同类型的网络攻击,具有较高的分类准确性.
Abstract
With the increasing threat of network security,the article proposes an adaptive method based on network security situational awareness and response to cope with constantly changing network attacks.Firstly,construct a framework for analyzing and processing network security situations.Secondly,use the random forest algorithm to analyze abnormal network traffic.Finally,conduct experimental analysis.The experimental results show that the proposed method can effectively identify different types of network attacks and has high classification accuracy.
关键词
网络安全/流量分析/随机森林/特征提取Key words
network security/traffic analysis/random forest/feature extraction引用本文复制引用
出版年
2024
NETL
NSTL
万方数据