公共云环境下动态组的加密安全机制

Q4 Engineering
Sheenal Malviya, Sourabh Dave, K. C. Bandhu, R. Litoriya
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引用次数: 1

摘要

云计算已经成为一个重要的技术领域,主要是由于大数据、机器学习和量子计算应用的出现。虽然早些时候,云计算服务主要侧重于为应用程序提供存储和一些基础设施/平台,但需要提高对大规模数据集的计算能力分析。它使得云计算几乎不可避免地出现在大多数基于客户端的应用程序、移动应用程序或web应用程序中。随着访问公共云的必要性的出现,保护与基于云的平台共享的数据的挑战也随之出现。虽然传统的加密算法已被用于保护和验证云数据,但密码分析的进步和访问更快的计算已经导致对云机制的传统安全性的可能威胁。这导致了与云安全相关的同态加密的广泛研究。本文针对使用公共云的动态组设计了一种安全机制。在频繁添加和删除成员的动态组中对数据进行加密时,云安全机制通常面临着开销、吞吐量和执行时间方面的重大挑战。提出了一种用于数据安全的两阶段同态加密方法。所提出的系统的性能是根据显著的加密指标来评估的,这些指标是雪崩效应、吞吐量和执行时间。与传统加密算法的比较分析表明,该系统在加密性能指标方面优于传统算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cryptographic Security Mechanism for Dynamic Groups for Public Cloud Environments
Abstract Cloud computing has emerged as a significant technology domain, primarily due to the emergence of big data, machine learning, and quantum computing applications. While earlier, cloud computing services were focused mainly on providing storage and some infrastructures/platforms for applications, the need to advance computational power analysis of massive datasets. It has made cloud computing almost inevitable from most client-based applications, mobile applications, or web applications. The allied challenge to protect data shared from and to cloud-based platforms has cropped up with the necessity to access public clouds. While conventional cryptographic algorithms have been used for securing and authenticating cloud data, advancements in cryptanalysis and access to faster computation have led to possible threats to the traditional security of cloud mechanisms. This has led to extensive research in homomorphic encryption pertaining to cloud security. In this paper, a security mechanism is designed targeted towards dynamic groups using public clouds. Cloud security mechanisms generally face a significant challenge in terms of overhead, throughput, and execution time to encrypt data from dynamic groups with frequent member addition and removal. A two-stage homomorphic encryption process is proposed for data security in this paper. The performance of the proposed system is evaluated in terms of the salient cryptographic metrics, which are the avalanche effect, throughput, and execution time. A comparative analysis with conventional cryptographic algorithms shows that the proposed system outperforms them regarding the cryptographic performance metrics.
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来源期刊
Journal of Automation, Mobile Robotics and Intelligent Systems
Journal of Automation, Mobile Robotics and Intelligent Systems Engineering-Control and Systems Engineering
CiteScore
1.10
自引率
0.00%
发文量
25
期刊介绍: Fundamentals of automation and robotics Applied automatics Mobile robots control Distributed systems Navigation Mechatronics systems in robotics Sensors and actuators Data transmission Biomechatronics Mobile computing
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