云计算中的入侵检测系统:挑战与机遇

Y. Mehmood, U. Habiba, M. A. Shibli, Rahat Masood
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引用次数: 54

摘要

今天,云计算是每个IT组织的首选,因为它为用户提供了灵活的、按使用付费的服务。然而,安全性和隐私性是其成功的主要障碍,因为其开放和分布式架构容易受到入侵者的攻击。入侵检测系统(IDS)是目前最常用的云攻击检测机制。本文概述了不同的云入侵。然后,分析了现有的基于云的入侵检测系统的类型、定位、检测时间、检测技术、数据源以及检测到的攻击。分析还提供了每种技术的局限性,以评估它们是否满足云计算环境的安全需求。我们强调部署使用多种检测方法的入侵检测系统,以应对云环境下的安全挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intrusion Detection System in Cloud Computing: Challenges and opportunities
Today, Cloud Computing is the preferred choice of every IT organization since it provides flexible and pay-per-use based services to its users. However, the security and privacy is a major hurdle in its success because of its open and distributed architecture that is vulnerable to intruders. Intrusion Detection System (IDS) is the most commonly used mechanism to detect attacks on cloud. This paper provides an overview of different intrusions in cloud. Then, we analyze some existing cloud based intrusion detection systems (IDS) with respect to their type, positioning, detection time, detection technique, data source and attacks they can detect. The analysis also provides limitations of each technique to evaluate whether they fulfill the security requirements of cloud computing environment or not. We emphasize the deployment of IDS that uses multiple detection methods to cope with security challenges in cloud.
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