一种新的有效的轻量级同态密码算法用于云计算中的数据安全

Fursan Thabit , Ozgu Can , Sharaf Alhomdy , Ghaleb H. Al-Gaphari , Sudhir Jagtap
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引用次数: 13

摘要

云计算是一种将资源作为服务交付的技术。用户可以随时随地通过Internet访问它们,而不需要了解提供此类服务的基础设施知识、经验甚至权限。由于这些资源,网络已成为企业发展网络的重要媒介。随着对云计算需求的增长,安全性对于个人和企业需求都变得越来越重要。许多研究人员对云计算的安全性进行了研究。尽管如此,随着对云计算连接性需求的增加,安全漏洞或威胁也在增加。由于第三方主要向云客户端提供云平台,因此云中的数据保护是主要问题。本文提出了一种新的、有效的轻量级同态密码算法,该算法包含两层加密。第一层使用新的有效的轻量级加密算法,第二层采用乘法同态方案,以提高云计算中数据的安全性。这种方法同时提供对称和非对称加密特性。该方法的性能使用各种指标进行评估,包括内存、计算时间和(键灵敏度)、统计分析、图像直方图和熵变分析。实验结果表明,该算法具有较高的安全性,并且在加密执行时间、内存使用和吞吐量方面有明显改善。与云计算中广泛使用的加密系统相比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Effective Lightweight Homomorphic Cryptographic Algorithm for data security in cloud computing

Cloud computing is a technology in which the resources are delivered as services. Users can access them anywhere, anytime via the Internet without any need to know the infrastructure knowledge, experience, or even authority that provides such services. It has become an important medium for enterprises to develop their networks because of these resources. With the growing need for cloud computing, security is becoming important for both individuals and business needs. Many researchers have studied the security of cloud computing. Still, security gaps or threats are increasing as the demand for cloud computing connectivity increases. Because a third party mostly provides cloud platforms to the cloud client, data protection in the cloud is the primary issue. This paper presents a novel, effective lightweight homomorphic cryptographic algorithm which contains two layers of encryption. The first layer uses the new effective, light-weight cryptographic algorithm and the second layer multiplicative homomorphic schemes considered for improving security data in cloud computing. This approach offers both symmetric and asymmetric cryptography features. The proposed approach's performance is evaluated using a variety of metrics, including memory, computational time and (key sensitivity), statistical analysis, image histogram, and entropy change analysis. The proposed algorithm's experimental findings showed a high level of security and an apparent improvement in encryption execution time, memory usage, and throughput. When compared to the cryptographic systems widely used in cloud computing.

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