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

机译:下一代云计算:系统视图中的安全性,隐私和信任问题

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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.
机译:云计算已成为提供计算需求的关键资源。将物联网(物联网)纳入(IOT)以及包括机器学习(ML)的人工智能(AI)的出现提供了无穷无尽的机会,以新的延伸到人类生命的所有方面。该平台带来了新的和前所未有的挑战,特别是最终用户设备和服务的组合提供了系统;因此,需要开发模块化的端到端架构,同时解决了四个关键参数,系统架构,安全性,隐私和信任。在此过程中,我们在整体上查看时,我们确定新的和新兴的安全,隐私和信任问题以及下一代云计算中的差距;提出一种新颖的模块化架构,用于消耗减少已识别的安全风险的这些服务;并开发利用机器学习的缓解问题的新框架。

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