Next Generation Cloud Computing: Security, Privacy and Trust Issues from the System View

Ronel Bester, M. A. Khan
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Abstract

Cloud Computing has become the key resource providing the computing needs. The inclusion of Internet of Things (IoT) along with the emergence of Artificial Intelligence (AI) including Machine Learning (ML) provide endless opportunities with a new extended reach into all facets of human life. This platform brings new and unprecedented challenges, particularly the combination of end user devices and service provided systems; as such, there is a need to develop an end-to-end architecture that is modular whilst addresses four key parameters being, system architecture, security, privacy, and trust. Within this work in progress article, we identify the new and emerging security, privacy, and trust issues along with the gaps within Next Generation Cloud Computing when viewed in entirety, the system view; propose a novel modular architecture for use when consuming these services that reduces identified security risks; and develop a new framework for mitigating issues utilising Machine Learning.
下一代云计算:系统视角下的安全、隐私和信任问题
云计算已经成为满足计算需求的关键资源。物联网(IoT)的出现以及包括机器学习(ML)在内的人工智能(AI)的出现为人类生活的各个方面提供了无限的机会。这个平台带来了前所未有的新挑战,特别是终端用户设备和服务提供系统的结合;因此,有必要开发一个模块化的端到端架构,同时解决四个关键参数:系统架构、安全性、隐私和信任。在这篇正在进行的文章中,我们确定了新的和正在出现的安全、隐私和信任问题,以及从整体(系统视图)来看,下一代云计算中的差距;在使用这些服务时,提出一种新的模块化架构,以减少已识别的安全风险;并开发一个利用机器学习缓解问题的新框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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