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Security access permission authentication simulation of multi-source network big data based on blockchain
- Telecommunications Science Vol. 40, Issue 2, Pages: 107-115(2024)
- 作者机构：
- 作者简介：
- 基金信息：
DOI：10.11959/j.issn.1000-0801.2024021
CLC： TP393-
Published Online：2024-02，
Published：20 February 2024
- 稿件说明：
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Bin LI, Hui HE, Zhongying ZHAO, et al. Security access permission authentication simulation of multi-source network big data based on blockchain[J]. Telecommunications science, 2024, 40(2): 107-115.
Bin LI, Hui HE, Zhongying ZHAO, et al. Security access permission authentication simulation of multi-source network big data based on blockchain[J]. Telecommunications science, 2024, 40(2): 107-115. DOI： 10.11959/j.issn.1000-0801.2024021.
摘要
多源网络大数据的频繁交互与存储打破了传统数据“孤岛”，实现了跨区域与跨组织的数据访问，为数据的安全和隐私保护带来巨大挑战。访问认证作为保护数据与资源安全的技术之一，在获取所有数据节点信任的同时，面临巨大的通信负载，会造成数据丢失和破坏，为此，提出一种基于区块链研究多源网络大数据安全访问权限认证方法。以相似关系度量数据在网络传输中的变化状态，根据相似矩阵计算多源网络数据访问概率。通过区块链技术建立数据安全访问合约，标定数据的访问属性以及交易密文，并将数据压缩在对应属性内。根据访问目的分析其访问信度，以信度作为标准对应安全等级，在不同信度下定制访问规则，认证数据安全访问的具体权限，实现方法设计。实验结果表明，以不同数据属性含量作为测试条件，在常规模式和攻击模式下对数据进行加密和解密处理，新方法可以实现较快的认证响应，实现网络数据的安全访问。
Abstract
The frequent interaction and storage of big data in multi-source networks have broken traditional data silos
enabling cross regional and cross organizational data access
posing significant challenges to data security and privacy protection.As one of the technologies to protect data and resource security
access authentication faces enormous communication loads while obtaining trust from all data nodes
which can cause data loss and damage.Therefore
a blockchain based research method for multi-source network big data security access permission authentication was proposed.The transformation status of data in network transmission using similarity relationships was measured
and the probability of multi-source network data access based on the similarity matrix was calculated.The data security access contracts were established through blockchain technology
calibrating data access attributes and transaction ciphertexts
and compressing data within corresponding attributes.The access reliability based on the purpose of the access was analyzed
reliability was used as the standard to correspond to the security level
rules under different levels of reliability were accessed
specific permissions were authenticated for data security access
and implementation methods were designed.The experimental results show that using different data attribute contents as testing conditions
encrypting and decrypting data in both conventional and attack modes
the new method can achieve fast authentication response and secure access to network data.
关键词
Keywords
references
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