边缘计算技术在智能电网数据安全中的应用

Q4 Engineering Measurement Sensors Pub Date : 2025-02-01 Epub Date: 2024-12-06 DOI:10.1016/j.measen.2024.101412
Zhuo Cheng, Jiangxin Li, Jianjun Zhang, Chen Wang, Hui Wang, Juyin Wu
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引用次数: 0

摘要

为了解决智能电网中用户节点和服务节点之间电力和信息的双向流动对用户数据的隐私和安全构成巨大威胁,同时电力局计算资源的有限性也带来用户响应延迟、服务质量下降等问题,笔者提出了边缘计算技术在智能电网数据安全中的应用。结合边缘计算技术,提出了一种无双线性映射的无证书代理盲签名加密方案。通过功率和信息的盲化,签名者无法知道用户的具体功耗信息,从而保证了用户的数据隐私和安全。使用代理密钥更新机制实现前向安全,并对用户签名密文进行批量验证。实验结果表明:该方案执行代理授权与验证、代理密钥生成、签名和解密算法所需的总运行时间为5.617 ms,密文长度为80字节。与其他已有文献相比,最大还原率分别为85.6%和86%。结论该方案运行时间和通信成本较低,更适合智能电网数据传输过程中的数据安全和隐私保护。
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Application of edge computing technology in smart grid data security
In order to solve the problem that the two-way flow of power and information between user nodes and service nodes in the smart grid poses a huge threat to the privacy and security of user data, and at the same time, the limitation of the power bureau's computing resources also brings users response delay, service quality degradation and other problems, the author proposes the application of edge computing technology in smart grid data security. Combining with edge computing technology, the author proposes a proxy blind signcryption scheme based on certificateless without bilinear mapping. By blinding the power and information, the signcrypter can not know the specific power consumption information of the user, so as to ensure the data privacy and security of the user. Implement forward security using proxy key update mechanism and perform batch verification of user signature ciphertext. The experimental results indicate that: The total running time required for executing proxy authorization and verification, proxy key generation, signature and decryption algorithms in this scheme is 5.617 ms, with a ciphertext length of 80 Bytes. Compared with other existing literature, the maximum reduction is 85.6 % and 86 %, respectively.

Conclusion

This scheme is more suitable for protecting data security and privacy in the data transmission process of smart grids due to its lower running time and communication cost.
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来源期刊
Measurement Sensors
Measurement Sensors Engineering-Industrial and Manufacturing Engineering
CiteScore
3.10
自引率
0.00%
发文量
184
审稿时长
56 days
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