利用 MQTT 代理为物联网应用提供差异化隐私匿名化建议

Kentaro Morise, Tokimasa Toyohara, Hiroaki Nishi
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引用次数: 0

摘要

物联网应用需要安全的通信方法来保护通信数据中包含的个人信息。本研究以用于物联网通信的低成本协议 MQTT 为重点,提出了一种对物联网与客户端之间的通信数据进行匿名处理的机制。MQTT 是一种发布-订阅通信模式,由代理处理客户端之间的多对多通信。由于通信集中在代理上,因此在代理上对数据进行匿名处理是有效的。因此,我们提出的机制在 MQTT 代理上对通信数据进行差异化隐私匿名处理。我们还提出了一种机制,可根据发送方和接收方使用主题名称和用户属性(MQTT 的特征)所需的匿名标准对数据进行匿名。我们在基于 FPGA 的 MQTT 代理中实现了所提出的机制,并证实它实现了与普通 MQTT 通信相同的吞吐量和低延迟,满足了电源控制和自动驾驶等要求亚毫秒级延迟的物联网应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proposal of Differential Privacy Anonymization for IoT Applications Using MQTT Broker
IoT applications require secure communication methods that protect personal information contained in communication data. This study focuses on MQTT, a low-cost protocol used for IoT communication, and proposes a mechanism to anonymize communication data between IoT and clients. MQTT is a publish-subscribe model of communication where a broker handles many-to-many communications among clients. Due to the concentration of communications on the broker, it is efficient to anonymize data there. Therefore, the proposed mechanism performs differential privacy anonymization of communication data on the MQTT broker. We also propose a mechanism to anonymize data according to anonymization criteria required by senders and receivers using topic names and user properties, which are features of MQTT. We implemented the proposed mechanism in an FPGA-based MQTT broker and confirmed that it achieves the same throughput and low latency as regular MQTT communication and satisfies IoT applications such as power control and automated driving that require sub-millisecond latency.
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