异构分布式网络的安全决策-反应体系结构

C. Feltus, D. Khadraoui, Jocelyn Aubert
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引用次数: 12

摘要

本文的主要目标是提供一种基于信息系统安全框架中警报检测机制后反应需求的全局决策反应体系结构,尤其适用于电信基础设施安全。这些基础设施本质上是分布式的,因此该体系结构是使用多代理系统来阐述的,该系统提供了自治和交互设施的优势,并与决策支持机制的onbayes模型相关联。该模型建立在基于本体的知识共享、基于贝叶斯网络的不确定性管理和基于影响图的决策支持的基础上,帮助智能体根据偏好值做出决策。多智能体系统的决策反应体系结构是在分布式的视角下开发的,由低层、中层和高层三个基本层组成。该方法基于BARWAN项目开发的异构移动计算网络体系结构进行了说明。因此:建筑区域构成低层,旨在成为主要建筑和目标基础设施之间的接口。Campus-Area是中间层,负责关联来自基础设施不同领域的警报,并明智地部署反应行动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Security Decision-Reaction Architecture for Heterogeneous Distributed Network
The main objective of this paper is to provide a global decision-reaction architectural built on the requirements for a reaction after alert detection mechanisms in the frame of information systems security and more particularly applied to telecom infrastructures security. These infrastructures are distributed in nature, therefore the architecture is elaborated using the multi-agents system that provides the advantages of autonomous and interaction facilities, and has been associated to the ontoBayes model for decision support mechanism. This model helps agents to make decisions according to preference values and is built upon ontology based knowledge sharing, bayesian networks based uncertainty management and influence diagram based decision support. The Multi-Agent System decision-reaction architecture is developed in a distributed perspective and is composed of three basic layers: low level, intermediate level and high level. The proposed approach has been illustrated based on the network architecture for heterogeneous mobile computing developed by the BARWAN project. Accordingly: the Building Area constitutes the low level and aims to be the interface between the main architecture and the targeted infrastructure. The Campus-Area is the intermediate level responsible of correlating the alerts coming from different domains of the infrastructure and to smartly deploy the reaction actions.
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