基于知识图谱的网络攻击预测方法研究及应用

Research and application of network attack prediction method based on knowledge graph

针对网络攻击知识图谱,同时引入了时序信息,提出一种基于知识图谱的网络攻击预测方案,并对其进行应用。通过对网络攻击知识图谱进行规则学习和应用,能够有效地得到网络攻击事件预测结果,为网络安全运维人员提供决策支持。以企业提供的网络安全运维知识图谱为例,将文中研究的方法应用到企业安全检测系统,结果证明该方法具有充分的准确性和可行性,同时为后续研究提供了思路。

This paper focuses on the knowledge graph of network attacks.The temporal information is introduced,and a network attack prediction approach based on knowledge graph is proposed and applied in practice.By regular learning and application of the knowledge graph of network attacks,effective prediction results of network attack events can be obtained,which provides decision support for the network security operation and maintenance personnel.The knowledge graph of network security operation and maintenance provided by a certain enterprise is taken as an example.The proposed method is applied to the security detection system of the enterprise.The results demonstrate that the method is of high accuracy and feasibility,and can provide insights for the future research.