Proposal of Differential Privacy Anonymization for IoT Applications Using MQTT Broker

被引:0
|
作者
Morise, Kentaro [1 ]
Toyohara, Tokimasa [1 ]
Nishi, Hiroaki [2 ]
机构
[1] Keio Univ, Grad Sch Sci & Technol, 3-14-1 Hiyoshi,Kohoku, Yokohama, Kanagawa 2238522, Japan
[2] Keio Univ, Fac Sci & Technol, Dept Syst Design, 3-14-1 Hiyoshi,Kohoku, Yokohama, Kanagawa 2238522, Japan
关键词
MQTT; Anonymization; FPGA;
D O I
10.1109/CCNC51664.2024.10454877
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:634 / 635
页数:2
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