An Intelligent Access Control Model

Shadha Mohamed AlAmri
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Abstract

Cybersecurity is a critical issue as the world is moving towered IR4 era (Industrial Revaluation 4.0) where technology is involved, and access to the internet is an imperative need. The traditional computing systems are not able to meet the huge computing demand and growing data (Big-Data). Therefore; new technologies have been evolved such as cloud computing. This chapter is exploring the need for a dynamic access control approach to enhance the Cybersecurity. The scope in this chapter is focusing on IaaS (Infrastructure as a Service) layer of cloud computing. The research approach aims to enhance the basic ABAC (Attribute-Based Access Control) model by adding a context-aware feature and SoD principle. The enhanced model called ABACsh. This proposed enhancement is implemented through a framework based on AI (Artificial Intelligent) to meet the requirements of dynamic systems. The framework is tested in the OpenStack testbed. The results show better performance in the term of computation speed.
智能访问控制模型
网络安全是一个关键问题,因为世界正在进入涉及技术的工业重估4.0 (IR4)时代,访问互联网是一种迫切需要。传统的计算系统已经不能满足巨大的计算需求和不断增长的数据(大数据)。因此;云计算等新技术已经发展起来。本章探讨了动态访问控制方法的必要性,以增强网络安全。本章的范围主要集中在云计算的IaaS(基础设施即服务)层。该研究方法旨在通过添加上下文感知特征和SoD原理来增强基本的ABAC(基于属性的访问控制)模型。增强模型称为ABACsh。提出的增强是通过基于AI(人工智能)的框架来实现的,以满足动态系统的需求。在OpenStack测试平台上对框架进行了测试。结果表明,该方法在计算速度方面具有较好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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