Privacy-Aware and Secure Decentralized Air Quality Monitoring

被引:3
|
作者
Mrissa, Michael [1 ,2 ]
Tosic, Aleksandar [1 ,2 ]
Hrovatin, Niki [1 ,2 ]
Aslam, Sidra [1 ,2 ]
David, Balazs [1 ,2 ]
Hajdu, Laszlo [1 ,2 ]
Kresz, Miklos [1 ,3 ]
Brodnik, Andrej [2 ,4 ]
Kavsek, Branko [2 ,5 ]
机构
[1] InnoRenew CoE, Livade 6, Izola 6310, Slovenia
[2] Univ Primorska, Fac Math Nat Sci & Informat Technol FAMNIT, Glagoljaska 8, Koper 6000, Slovenia
[3] Univ Primorska, Inst Andrej Marusi IAM, Muzejski Trg 2, Koper 6000, Slovenia
[4] Univ Ljubljana, Fac Comp & Informat Sci, Vecna Pot 113, Ljubljana 1000, Slovenia
[5] Jozef Stefan Inst, Jamova 39, Ljubljana 1000, Slovenia
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 04期
关键词
air quality monitoring; privacy; security; edge; decentralization; PRESERVING DATA AGGREGATION; CONCEALED DATA AGGREGATION; WIRELESS SENSOR NETWORKS; CHALLENGES; ALGORITHMS;
D O I
10.3390/app12042147
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Indoor Air Quality monitoring is a major asset to improving quality of life and building management. Today, the evolution of embedded technologies allows the implementation of such monitoring on the edge of the network. However, several concerns need to be addressed related to data security and privacy, routing and sink placement optimization, protection from external monitoring, and distributed data mining. In this paper, we describe an integrated framework that features distributed storage, blockchain-based Role-based Access Control, onion routing, routing and sink placement optimization, and distributed data mining to answer these concerns. We describe the organization of our contribution and show its relevance with simulations and experiments over a set of use cases.
引用
收藏
页数:22
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