10:20 AM - 10:40 AM
[2P1-05] Intelligent agents supporting to estimation of cyber threat intelligence
Keywords:Machine Learning, Agent, Cyber Threat Intelligence, Intelligent System, SVM
In this paper, we will propose method of estimating cyber threat intelligence with intelligent agents. Population
of security operators are insufficient though cyber threat intelligence is increasing. Therefore, there is a possibility
that the cyber threat intelligence can not be estimated properly. Our proposed intelligent agent is composed of
three modules, Estimate module, Split module and Database. We will dene a problem of Estimate module and
explain how to apply methods of machine-learning. And we will experiment with real data to verify feasibility of
our proposed intelligent agent.
of security operators are insufficient though cyber threat intelligence is increasing. Therefore, there is a possibility
that the cyber threat intelligence can not be estimated properly. Our proposed intelligent agent is composed of
three modules, Estimate module, Split module and Database. We will dene a problem of Estimate module and
explain how to apply methods of machine-learning. And we will experiment with real data to verify feasibility of
our proposed intelligent agent.