標題: Stochastic Blockchain for IoT Data Integrity
作者: Chen, Yu-Jia
Wang, Li-Chun
Wang, Shu
電機工程學系
Department of Electrical and Computer Engineering
關鍵字: Internet of Things (IoT);data integrity;blockchain
公開日期: 1-一月-2020
摘要: This paper proposes a blockchain-based data checking scheme to protect data integrity in Internet of Things (IoT). Traditional data integrity schemes such as symmetric key approaches and public key infrastructure (PKI) suffer from the single-point of failure and network congestion due to the centralized architecture. Motivated by the distributed data authentication in blockchain, we propose to adopt blockchain to ensure the data integrity in IoT networks. However, the existing blockchain scheme cannot be directly applied to IoT nodes with limited computing and network resources. Hence, we develop a stochastic blockchain scheme to limit the number of cooperative nodes and distribute the load to IoT edge nodes. In our scheme, the IoT data are broadcast by randomly selected cooperative nodes, thereby introducing uncertainty to the attacker and improving the system security level. Finally, we propose a light weight mining process to make only the IoT edge nodes compete for block generation and share the block with other nodes. If our scheme is used in the case of having 9,000 legitimate nodes and 1,000 compromised nodes, only three cooperative nodes can achieve the probability of successful defense over 99 percent.
URI: http://dx.doi.org/10.1109/TNSE.2018.2887236
http://hdl.handle.net/11536/154396
ISSN: 2327-4697
DOI: 10.1109/TNSE.2018.2887236
期刊: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
Volume: 7
Issue: 1
起始頁: 373
結束頁: 384
顯示於類別:期刊論文