论文标题

诚实但有趣的边缘节点之间的隐私保护:一项调查

Privacy Preservation Among Honest-but-Curious Edge Nodes: A Survey

论文作者

Badolato, Christian

论文摘要

用户非常关心保留在使用信息系统期间收集的个人数据的隐私。这将扩展到他们积极提供的数据,以交换服务以及在其计算体验的许多方面被动生成的元数据。但是,如果研究人员主要专注于这些技术的用例,而没有足够的考虑以在基本层面上纳入隐私,则新技术有不足以保护用户隐私的极大风险。 Edge Computing已被引入是一种有希望的网络范式,用于处理现代物联网网络产生的令人难以置信的数据量。由于边缘计算仍然被认为是一项相对较新的技术,因此边缘计算社区有责任确保在基本层面上将隐私保护交织在一起。在本文中,我首先介绍用户隐私和边缘计算的概念;然后,我提供了当前文献的最先进概述,因为它与诚实但充满好奇的边缘计算中的隐私保护有关。最后,我提供未来的研究建议,希望能够激发边缘计算研究和开发社区,以确保其当前和未来的工作中有强大的隐私保护。

Users care greatly about preserving the privacy of their personal data gathered during their use of information systems. This extends to both the data they actively provide in exchange for services as well as the metadata passively generated in many aspects of their computing experiences. However, new technologies are at a great risk of being inadequate to protect a user's privacy if researchers focus primarily on the use cases of these technologies without giving sufficient consideration to incorporating privacy at a fundamental level. Edge computing has been introduced as a promising networking paradigm for processing the incredible magnitude of data produced by modern IoT networks. As edge computing is still considered a relatively new technology, the edge computing community has a responsibility to ensure privacy protection is interwoven into its implementations at a foundational level. In this paper, I first introduce the concepts of user privacy and edge computing; I then provide a state-of-the-art overview of current literature as it relates to privacy preservation in honest-but-curious edge computing. Finally, I provide future research recommendations in the hope that the edge computing research and development community will be inspired to ensure strong privacy protections in their current and future work.

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