增强分布式云环境中的安全性和隐私性:协议和机制综述

Renas Rajab Asaad, Subhi R. M. Zeebaree
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引用次数: 0

摘要

随着云计算日益成为数据管理和服务不可或缺的一部分,安全和隐私问题仍然是重中之重。本文全面回顾了当前旨在加强分布式云环境中安全和隐私的协议和机制。文章综合了各种研究成果,每种成果都提出了应对这些挑战的创新解决方案。其中包括一种结合了遗传技术和逻辑数学函数的双层加密算法,它的加密能力超越了传统方法;还有一种新型对称密钥块密码,它在保持灵活性的同时提高了加密的复杂性。论文还讨论了机器学习在威胁检测中的应用、区块链在信任管理中的作用,以及多云战略对大数据安全的重要性。通过比较分析,所审查的方法在加密、数据完整性和资源管理方面都取得了可喜的进步,为应对不断变化的网络威胁提出了一个强大的框架。文章强调需要不断创新和研究,以驾驭动态的云安全领域,争取在未来使数据安全和隐私不仅仅是被动的保障措施,而是嵌入云计算结构的主动措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing Security and Privacy in Distributed Cloud Environments: A Review of Protocols and Mechanisms
As cloud computing becomes increasingly integral to data management and services, security and privacy concerns remain paramount. This article presents a comprehensive review of the current protocols and mechanisms designed to fortify security and privacy in distributed cloud environments. It synthesizes contributions from various research works, each proposing innovative solutions to address these challenges. Among these are a two-layer cryptographic algorithm that combines genetic techniques with logical-mathematical functions, enhancing encryption beyond traditional methods, and a novel symmetric-key block cipher that increases encryption complexity while maintaining flexibility. The paper also discusses machine learning applications for threat detection, the role of blockchain in trust management, and the importance of multi-cloud strategies to secure big data. Through comparative analyses, the reviewed methodologies show promising advancements in encryption, data integrity, and resource management, suggesting a robust framework for tackling the evolving landscape of cyber threats. The article underscores the need for continuous innovation and research to navigate the dynamic domain of cloud security, aiming for a future where data security and privacy are not just reactive safeguards but proactive measures embedded in the fabric of cloud computing.
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