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1. 北京邮电大学信息与通信工程学院,北京 100876
2. 北京邮电大学网络与交换技术国家重点实验室,北京 100876
[ "刘杨(1984- ),男,黑龙江哈尔滨人,北京邮电大学副教授、硕士生导师,主要研究方向为6G内生安全等。" ]
[ "李珺(1999- ),女,湖南株洲人,北京邮电大学硕士生,主要研究方向为6G内生安全等。" ]
[ "陈文韵(1996- ),女,上海人,北京邮电大学博士生,主要研究方向为6G内生安全等。" ]
[ "彭木根(1978- ),男,江西吉安人,博士,北京邮电大学教授、博士生导师,主要研究方向为移动通信组网等。" ]
网络出版日期:2021-01,
纸质出版日期:2021-01-25
移动端阅览
刘杨, 李珺, 陈文韵, 等. 面向6G的雾无线接入网内生安全数据共享机制研究[J]. 通信学报, 2021,42(1):67-78.
Yang LIU, Jun LI, Wenyun CHEN, et al. Research on endogenous security data sharing mechanism of F-RAN for 6G[J]. Journal on communications, 2021, 42(1): 67-78.
刘杨, 李珺, 陈文韵, 等. 面向6G的雾无线接入网内生安全数据共享机制研究[J]. 通信学报, 2021,42(1):67-78. DOI: 10.11959/j.issn.1000-436x.2021005.
Yang LIU, Jun LI, Wenyun CHEN, et al. Research on endogenous security data sharing mechanism of F-RAN for 6G[J]. Journal on communications, 2021, 42(1): 67-78. DOI: 10.11959/j.issn.1000-436x.2021005.
为解决6G移动通信系统中雾无线接入网中数据共享的数据安全问题,提出了一种实现本地差分隐私和动态批量审计的内生安全数据共享机制。首先,用户本地对数据运行 RAPPOR 算法保护数据隐私;其次,雾接入点对数据进行缓存和预处理;再次,大功率节点对雾接入点上的数据进行基于BLS签名和Merkle哈希树的数据完整性审计;最后,BBU池通过统计分析推断出共享数据的原始分布。安全性分析和仿真表明,所提机制实现了用户的本地差分隐私,并支持安全的多客户端批量审计和数据动态操作,同时具有较高的时间、空间和通信效率。
In order to solve the data security problem of data sharing in the fog radio access network in the 6G mobile communication system
an endogenous secure data sharing mechanism that realized local differential privacy and dynamic batch auditing was proposed.First
the user ran the RAPPOR algorithm locally on the data to protect data privacy.Next
the fog access point cached and preprocessed the data.Then the high power node performed a data integrity audit based on the BLS signature and Merkle hash tree on the data cached on the fog access point.Finally
the BBU pool infered the original distribution of shared data through statistical analysis.Security analysis and simulation show that the proposed mechanism realizes the local differential privacy of users
supports secure multi-client batch audit and data dynamic operation
and has high efficiency in time
space and communication.
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