Transparency and Consent in Data-Driven Smart Environments

Christof Koolen
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Abstract

The Internet of Things (IoT) has come to be an umbrella term for internet-connected devices with sensory capabilities. These IoT appliances – often referred to as smart devices – take an increasingly prominent role in consumers’ daily lives. Connected security systems, remotely controllable lighting, smart wearables, thermostats, refrigerators and even voice-controlled assistants… Together, they form an invisible network of information aggregators, capable of capturing data from the physical world and communicating about this information via the internet. On the one hand, smart devices undeniably offer practical advantages and useful insights to their users. On the other hand, however, they also provide the means to compose a detailed account of consumers’ behavioral patterns. Combined with big data analytics, it all of a sudden becomes possible to not only anticipate consumers’ purchasing preferences, but also to deduce information about their private lifestyles and even map out certain personality traits. The pervasiveness of smart devices poses challenges that are particularly worrisome from a privacy and data protection perspective. Faced with consumers’ concerns regarding the protection and sharing of their personal data, this paper sheds light on the preservation of privacy in smart environments. Transparency and consent form the core concepts of this research. In this respect, notable emphasis goes to (i) awareness surrounding data collection practices and (ii) the implementation of consent mechanisms. The contribution features a two-step approach in view of balancing entrepreneurs’ thirst for data against consumers’ desire for privacy. Firstly, it is necessary to arrive at a solid understanding of the functioning of smart devices, in order to get a good grasp on how the selected transparency concerns manifest themselves in an IoT context. Along this route, attention is given to the occurrence of “low-quality consent” among consumers. Secondly, the paper argues that, notwithstanding consent, the integration of privacy enhancing technologies such as obfuscation and data minimization is necessary in view of ex ante containing the potential ramifications of data leakages. In that respect, the question is raised to what extent a technical rather than a legal responsibility exists to attain adequate levels of privacy and data protection. In conclusion, this paper submits that smart environments are indeed putting strain on the existing regulatory framework. Yet, in all likelihood, the much sought-after solutions to transparency and consent will largely be technological in nature and sprout from industry-driven efforts.
数据驱动的智能环境中的透明度和同意
物联网(IoT)已经成为具有感官功能的互联网连接设备的总称。这些物联网设备——通常被称为智能设备——在消费者的日常生活中扮演着越来越重要的角色。互联安全系统、远程控制照明、智能可穿戴设备、恒温器、冰箱甚至语音控制助手……它们共同构成了一个无形的信息聚合网络,能够从物理世界获取数据,并通过互联网交流这些信息。一方面,智能设备不可否认地为用户提供了实用的优势和有用的见解。然而,另一方面,它们也提供了对消费者行为模式进行详细描述的手段。结合大数据分析,突然之间不仅可以预测消费者的购买偏好,还可以推断出他们的私人生活方式信息,甚至可以绘制出某些性格特征。从隐私和数据保护的角度来看,智能设备的普及带来了特别令人担忧的挑战。面对消费者对个人数据保护和共享的担忧,本文阐述了智能环境下的隐私保护问题。透明度和同意构成了本研究的核心概念。在这方面,值得注意的重点是(i)对数据收集实践的认识和(ii)同意机制的实施。鉴于企业家对数据的渴望与消费者对隐私的渴望之间的平衡,该贡献采用了两步走的方法。首先,有必要对智能设备的功能有一个深入的了解,以便很好地掌握所选择的透明度问题如何在物联网环境中表现出来。在这条路线上,关注消费者中“低质量同意”的发生。其次,本文认为,尽管同意,考虑到预先包含数据泄露的潜在后果,集成隐私增强技术(如混淆和数据最小化)是必要的。在这方面,提出的问题是,在多大程度上存在技术责任而不是法律责任,以实现适当程度的隐私和数据保护。总之,本文认为智能环境确实给现有的监管框架带来了压力。然而,很有可能,备受追捧的透明度和同意的解决方案将主要是技术性的,并从行业驱动的努力中萌芽。
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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