A Toolchain and Interoperability Framework to enhance privacy and individual control at the Edge

P. Katrakazas, Theodora Kallinolitou, Stella Markopoulou, Argyro Chronopoulou
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Abstract

Internet-of-Things (IoT) has the potential to create new services and markets by allowing the exploration of new, often completely different ways of doing things, based on the clustering and aggregation of data from different sources and fields of activity. As technology advances, new ethical, legal, and technological concerns arise. In this paper, we present five key pillars of innovation towards privacy-preserving edge computing, regarding smart sampling of IoT devices, anonymous authentication and consent management, dynamic data-driven pattern management, opportunistic IoT clustering, distributed IoT data governance, and resource integrity validation. The overall concept of this paper, is to create a comprehensive methodological framework and toolset for definition, deployment and operation of privacy-compliant IoT platforms tailored to specific use-cases. During this process we are not creating “yet another IoT platform”., but rather building upon past efforts to the maximum extent possible. This approach takes into consideration existing solutions in the following areas: high-level concepts and standards; integration and interoperability frameworks; IoT platforms and infrastructural elements.
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一个工具链和互操作性框架,以增强边缘的隐私和个人控制
物联网(IoT)有潜力创造新的服务和市场,它允许探索新的、通常是完全不同的做事方式,基于来自不同来源和活动领域的数据的聚类和聚合。随着技术的进步,新的伦理、法律和技术问题出现了。在本文中,我们提出了保护隐私边缘计算创新的五个关键支柱,包括物联网设备的智能采样、匿名认证和同意管理、动态数据驱动模式管理、机会性物联网集群、分布式物联网数据治理和资源完整性验证。本文的总体概念是为特定用例定制的隐私兼容物联网平台的定义、部署和操作创建一个全面的方法框架和工具集。在这个过程中,我们并不是在创建“又一个物联网平台”。而是在过去的努力的基础上,尽最大可能。这种方法考虑了以下领域的现有解决方案:高级概念和标准;集成和互操作性框架;物联网平台和基础设施要素。
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