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基于网络切片和属性的全同态加密的通信网络隐私保护

Privacy protection of communication networks using fully homomorphic encryption based on network slicing and attributes.

作者信息

Wang Wei, Liu Rong, Cheng Silin

机构信息

China Mobile Group Shaanxi Company Limited, Xi'an, 710000, China.

China Mobile Group Design Institute Company Limited Shaanxi Branch, Xi'an, 710000, China.

出版信息

Sci Rep. 2024 Aug 20;14(1):19391. doi: 10.1038/s41598-024-69501-5.

Abstract

At present, social networks have become an indispensable medium in people's daily life and work. However, concerns about personal privacy leakage and identity information theft have also emerged. Therefore, a communication network system based on network slicing is constructed to strengthen the protection of communication network privacy. The chameleon hash algorithm is used to optimize attribute-based encryption and enhance the privacy protection of communication networks. On the basis of optimizing the combination of attribute encryption and homomorphic encryption,, a communication network privacy protection method using homomorphic encryption for network slicing and attribute is designed. The results show that the designed network energy consumption is low, the average energy consumption calculation is reduced by 8.69%, and the average energy consumption calculation is reduced by 14.3%. During data transmission, the throughput of the designed network can reach about 700 Mbps at each stage, which has a high efficiency.. The above results demonstrate that the designed communication network provides effective privacy protection. Encrypted data can be decrypted and tracked in the event of any security incident. This is to protect user privacy and provide strong technical support for communication network security.

摘要

目前,社交网络已成为人们日常生活和工作中不可或缺的媒介。然而,对个人隐私泄露和身份信息被盗的担忧也随之出现。因此,构建了一种基于网络切片的通信网络系统,以加强对通信网络隐私的保护。采用变色龙哈希算法优化基于属性的加密,增强通信网络的隐私保护。在优化属性加密与同态加密组合的基础上,设计了一种利用同态加密进行网络切片和属性的通信网络隐私保护方法。结果表明,所设计的网络能耗较低,平均能耗计算降低了8.69%,平均能耗计算降低了14.3%。在数据传输过程中,所设计网络在各阶段的吞吐量可达700Mbps左右,效率较高。上述结果表明,所设计的通信网络提供了有效的隐私保护。在发生任何安全事件时,加密数据均可解密并追踪。这为保护用户隐私、为通信网络安全提供了有力的技术支持。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4779/11339391/431977ee111d/41598_2024_69501_Fig5_HTML.jpg

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