增强 Kubernetes 中物联网设备的安全性:网络策略和 SARIK 框架采用的方法

IF 6.2 2区 计算机科学 Q1 COMPUTER SCIENCE, THEORY & METHODS Future Generation Computer Systems-The International Journal of Escience Pub Date : 2024-08-17 DOI:10.1016/j.future.2024.107485
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引用次数: 0

摘要

物联网(IoT)开创了一个连接设备的时代,在促进实时数据收集和共享的同时,也使这些设备面临巨大的安全风险。本研究通过采用 Kubernetes 中的网络策略,并重点关注 SARIK 框架,来应对安全风险和漏洞带来的挑战。SARIK 旨在自动创建和实施网络策略,以提高效率并加强对物联网设备的保护。利用 Kubernetes 中的 Minikube 在受控环境中进行的实验表明,SARIK 的实施显著提高了物联网设备的安全性。主要观察结果包括:遭受网络攻击的脆弱性明显降低,系统的整体恢复能力显著增强。特别是,研究显示,所分析的性能指标均有所改善,这证明了 SARIK 在实际应用场景中的有效性。与现有框架(如 Sysdig 框架)相比,SARIK 的显著特点是与 Kubernetes 网络策略集成,并强调自动化安全管理。虽然自动化是相关工作的一个关键因素,但 SARIK 利用 Kubernetes 固有功能的独特方法在确保物联网环境安全方面具有明显优势。这方面的优势及其性能优势凸显了 SARIK 在物联网安全方面的价值。SARIK 在保护 Kubernetes 环境中的物联网设备方面的应用满足了应对当前安全威胁的自动化和内聚性策略的需求。这项研究不仅突出了 SARIK 的效率,还强调了对不断发展的安全策略的需求,这些策略可以适应复杂、互联的 IT 环境中的动态威胁建模。
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Enhancing IoT device security in Kubernetes: An approach adopted for network policies and the SARIK framework

The Internet of Things (IoT) has ushered in an era of connected devices that, while facilitating real-time data collection and sharing, also exposes these devices to significant security risks. This study addresses the challenges of security risks and vulnerabilities by employing the Network Policy in Kubernetes and focusing on the SARIK framework. SARIK is designed to automate the creation and implementation of network policies, with the aim of enhancing the efficiency and strengthening the protection of IoT devices. Experiments conducted in a controlled environment with Minikube in Kubernetes showed that the implementation of SARIK notably improved the security of IoT devices. Key observations included a noticeable reduction in vulnerability to cyberattacks and a significant increase in the overall resilience of the system. In particular, the study revealed improvements in the performance metrics analyzed, which is evidence of SARIK’s effectiveness in real-world scenarios. Compared with existing frameworks - e.g., those of Sysdig -, SARIK is notable for its integration with Kubernetes network policies and its emphasis on automated security management. Although automation is a key factor in related works, SARIK’s unique approach to leveraging the inherent capabilities of Kubernetes offers a distinct advantage in ensuring the security of IoT environments. This aspect, along with its performance benefits, underlines the value of SARIK’s contribution to IoT security. The application of SARIK in protecting IoT devices in Kubernetes environments meets the need for automated and cohesive strategies to tackle current security threats. This study not only highlights the efficiency of SARIK but also emphasizes the need for evolving security strategies, that can be adapted to dynamic threat modeling in complex and interconnected IT environments.

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来源期刊
CiteScore
19.90
自引率
2.70%
发文量
376
审稿时长
10.6 months
期刊介绍: Computing infrastructures and systems are constantly evolving, resulting in increasingly complex and collaborative scientific applications. To cope with these advancements, there is a growing need for collaborative tools that can effectively map, control, and execute these applications. Furthermore, with the explosion of Big Data, there is a requirement for innovative methods and infrastructures to collect, analyze, and derive meaningful insights from the vast amount of data generated. This necessitates the integration of computational and storage capabilities, databases, sensors, and human collaboration. Future Generation Computer Systems aims to pioneer advancements in distributed systems, collaborative environments, high-performance computing, and Big Data analytics. It strives to stay at the forefront of developments in grids, clouds, and the Internet of Things (IoT) to effectively address the challenges posed by these wide-area, fully distributed sensing and computing systems.
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