Research on endogenous security data sharing mechanism of F-RAN for 6G
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 loc...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2021-01-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021005/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841539320713838592 |
|---|---|
| author | Yang LIU Jun LI Wenyun CHEN Mugen PENG |
| author_facet | Yang LIU Jun LI Wenyun CHEN Mugen PENG |
| author_sort | Yang LIU |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-fa8d1937287d4b93bced27c5f564fb18 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-fa8d1937287d4b93bced27c5f564fb182025-01-14T07:21:29ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2021-01-0142677859739736Research on endogenous security data sharing mechanism of F-RAN for 6GYang LIUJun LIWenyun CHENMugen PENGIn 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.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021005/data sharingF-RANendogenous securitylocal differential privacydata integrity auditing |
| spellingShingle | Yang LIU Jun LI Wenyun CHEN Mugen PENG Research on endogenous security data sharing mechanism of F-RAN for 6G Tongxin xuebao data sharing F-RAN endogenous security local differential privacy data integrity auditing |
| title | Research on endogenous security data sharing mechanism of F-RAN for 6G |
| title_full | Research on endogenous security data sharing mechanism of F-RAN for 6G |
| title_fullStr | Research on endogenous security data sharing mechanism of F-RAN for 6G |
| title_full_unstemmed | Research on endogenous security data sharing mechanism of F-RAN for 6G |
| title_short | Research on endogenous security data sharing mechanism of F-RAN for 6G |
| title_sort | research on endogenous security data sharing mechanism of f ran for 6g |
| topic | data sharing F-RAN endogenous security local differential privacy data integrity auditing |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021005/ |
| work_keys_str_mv | AT yangliu researchonendogenoussecuritydatasharingmechanismoffranfor6g AT junli researchonendogenoussecuritydatasharingmechanismoffranfor6g AT wenyunchen researchonendogenoussecuritydatasharingmechanismoffranfor6g AT mugenpeng researchonendogenoussecuritydatasharingmechanismoffranfor6g |