Network Defense Strategy Selection with Reinforcement Learning and Pareto Optimization

Improving network security is a difficult problem that requires balancing several goals, such as defense cost and need for network efficiency, in order to achieve proper results. In this paper, we devise method of modeling network attack in a zero-sum multi-objective game and attempt to find the bes...

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Bibliographic Details
Main Authors: Yang Sun, Wei Xiong, Zhonghua Yao, Krishna Moniz, Ahmed Zahir
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/7/11/1138