通过人体免疫与入侵检测系统的交叉,为云计算服务提供安全保障

Hamza Hammami, H. Brahmi, S. Yahia
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引用次数: 4

摘要

云计算已经作为一种新的计算机模型出现,其目的是提供可靠的、定制的和动态的信息技术环境,以提高服务质量和基础设施的可用性,而不需要太多的财务负担。然而,这种先进的范式立即突出了一个严重的安全问题,解决这个问题是一个真正的挑战。这种挑战可以通过在分布式应用程序中使用云计算提供的服务的重要性以及充分利用其优势的兴趣来解释。本文提出了一种新的针对云计算资源和服务安全的入侵检测系统。本系统借鉴了入侵检测系统的范例,实现了一个高效的安全系统;(ii)人类免疫技术的整合,即巨噬细胞、B细胞、T细胞和自然杀伤细胞。实验结果表明,该系统在新型攻击检测方面具有良好的性能,检测率高,误检率低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Security insurance of cloud computing services through cross roads of human-immune and intrusion-detection systems
Cloud computing has emerged as a new computer model that aims to provide reliable, customized and dynamic information technology environments oriented towards a better quality of service and availability of infrastructure without much financial burden. However, this advanced paradigm has immediately highlighted a serious security problem whose resolution is a real challenge. This challenge is explained by the importance of using services offered by cloud computing in distributed applications and by the interest to fully take advantage of their strengths. In this paper, we propose a novel intrusion detection system dedicated to the security of cloud computing resources and services. This system takes advantage from: (i) the intrusion detection system paradigm to implement an efficient security system; and (ii) the integration of human immune techniques, i.e. macrophage, B cells, T cells, and natural killer cells. The performed experiments show the high performance of our proposed system in terms of detection of novel attacks as well as of good detection rates and low false ones.
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