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Personal Data Privacy Semantics in Multi-Agent Systems Interactions

机译:多智能体系统交互中的个人数据隐私语义

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摘要

In recent years, we have witnessed the growth of applications relying on the use and processing of personal data, especially in the health and well-being domains. Users themselves produce these data (e.g., through self-reported data acquisition, or personal devices such as smart-phones, smartwatches or other wearables). A key challenge in this context is to guarantee the protection of personal data privacy, respecting the rights of users for deciding about data reuse, consent to data processing and storage, anonymity conditions, or the right to withhold or delete personal data. With the enforcement of recent regulations in this domain, such as the GDPR, applications are required to guarantee compliance, challenging current practices for personal data management. In this paper, we address this problem in the context of decentralized personal data applications, which may need to interact and negotiate conditions of data processing and reuse. Following a distributed paradigm without a top-down organization, we propose an agent-based model in which personal data providers and data consumers are embedded into privacy-aware agents capable of negotiating and coordinating data reuse, consent, and policies, using semantic vocabularies for privacy and provenance.
机译:近年来,我们见证了依赖于个人数据的使用和处理的应用程序的增长,特别是在健康和福祉领域。用户自己产生这些数据(例如,通过自我报告的数据采集或诸如智能电话,智能手表或其他可穿戴设备之类的个人设备)。在这种情况下,一个关键的挑战是要保证保护个人数据的隐私,尊重用户决定数据重复使用的权利,同意数据处理和存储,匿名条件或保留或删除个人数据的权利。随着该领域的最新法规(例如GDPR)的执行,需要使用应用程序来确保合规性,这对个人数据管理的当前做法提出了挑战。在本文中,我们在分散的个人数据应用程序中解决了这个问题,该应用程序可能需要交互和协商数据处理和重用的条件。在没有自上而下组织的分布式范例之后,我们提出了一种基于代理的模型,其中将个人数据提供者和数据消费者嵌入到具有隐私意识的代理中,这些代理可以使用语义词汇来协商和协调数据重用,同意和策略。隐私和出处。

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