Fine-grained access control policy in blockchain-enabled edge computing

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS(2024)

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摘要
In the process of data sharing and interaction between untrusted intelligence edge devices, there are risks of misuse and tampering with the data. Hence, how to ensure data security and prevent unauthorized data access is the key problem to be solved in the cloud edge collaborative architecture. However, due to the heterogeneity of edge devices and the diversity of data sources, traditional access control methods cannot meet the requirements of the large-scale, distributed, dynamic and flexible expansion of edge intelligence applications. Therefore, this paper studies the fine-grained data access control method on the basis of smart contracts, and implements the attribute-based access control (ABAC) model through smart contracts. To improve the query efficiency of attributes and policies in the process of access request decision, an attribute management scheme is designed on the basis of the Bloom filter to achieve fast retrieval of attributes and policies. The decentralized fine-grained access control method is tested under the performance indicators such as retrieval delay, deployment delay, rule reduction rate and decision response time.
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关键词
Edge intelligence applications,Attribute-based access control,Blockchain,Attribute reduction
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