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Vulnerabilities and mitigation techniques toning in the cloud A cost and vulnerabilities coverage optimization approach using Cuckoo search algorithm with Levy flights

机译:云中的漏洞和缓解技术的调整使用Cuckoo搜索算法和Levy航班的成本和漏洞覆盖优化方法

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Information and Communication Technology (ICT) security issues have been a major concern for decades. Today's ICT infrastructure faces sophisticated attacks using combinations of multiple vulnerabilities to penetrate networks with devastating impact. With the recent rise of cloud computing as a new utility computing paradigm, organizations have been considering it as a viable option to outsource major IT services in order to cut costs. Some organizations have opted for a private or hybrid cloud to take advantage of the emerging technologies and services. However, ICT security issues have to be appropriately mitigated. This research proposes a cloud security framework and an approach for vulnerabilities coverage and cost optimization using Cuckoo search algorithm with Levy flights as random walks. The objective is to mitigate an identified set of vulnerabilities using a selected set of techniques when minimizing cost and maximizing coverage. The results show that Cloud Computing providers and organizations implementing cloud technology within their premises can effectively balance IT security coverage and cost using the proposed approach.
机译:几十年来,信息和通信技术(ICT)安全问题一直是人们关注的主要问题。当今的ICT基础架构正面临复杂的攻击,这些攻击利用多种漏洞的组合渗透到网络中,造成了灾难性的影响。随着近来云计算作为一种新的效用计算范例的兴起,组织一直在考虑将其作为外包主要IT服务以降低成本的可行选择。一些组织选择了私有云或混合云来利用新兴技术和服务。但是,ICT安全问题必须适当缓解。这项研究提出了一种云安全框架,以及一种使用Cuckoo搜索算法,将Levy航班作为随机游走的漏洞覆盖和成本优化的方法。目的是在最小化成本和最大化覆盖范围时,使用一组选定的技术来减轻一组已确定的漏洞。结果表明,使用所提出的方法,在其场所内实施云技术的云计算提供商和组织可以有效地平衡IT安全范围和成本。

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