Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing
To solve the privacy-preserving problem of both the user and the server in indoor positioning, outsourcing part of the calculation to cloud server in the process of using Paillier encryption was considered.The scheme not only protected the privacy of the user and the positioning server, but also avo...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2024-02-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024051/ |
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| _version_ | 1841540063785123840 |
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| author | Yinghui ZHANG Sirui ZHANG Qiuxia ZHAO Xiaokun ZHENG Jin CAO |
| author_facet | Yinghui ZHANG Sirui ZHANG Qiuxia ZHAO Xiaokun ZHENG Jin CAO |
| author_sort | Yinghui ZHANG |
| collection | DOAJ |
| description | To solve the privacy-preserving problem of both the user and the server in indoor positioning, outsourcing part of the calculation to cloud server in the process of using Paillier encryption was considered.The scheme not only protected the privacy of the user and the positioning server, but also avoided excessive computing and communication overhead.The main idea of the scheme was that the fingerprint database in the offline stage was established by the server firstly.The k-anonymity algorithm was combined with Paillier encryption in the online stage by the user, and the encrypted Wi-Fi fingerprints were sent to the positioning server.An aggregation of the received Wi-Fi fingerprints and database fingerprints were performed by the server.Then they were outsourced to the cloud server for decryption and distance calculation by the positioning server.Finally, the positioning result was obtained.Theoretical analysis and experimental results show that the proposed scheme is safe, effective and practical. |
| format | Article |
| id | doaj-art-ac551e85150b45e79c8d8aca82a74597 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2024-02-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-ac551e85150b45e79c8d8aca82a745972025-01-14T06:22:00ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2024-02-0145313959383019Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computingYinghui ZHANGSirui ZHANGQiuxia ZHAOXiaokun ZHENGJin CAOTo solve the privacy-preserving problem of both the user and the server in indoor positioning, outsourcing part of the calculation to cloud server in the process of using Paillier encryption was considered.The scheme not only protected the privacy of the user and the positioning server, but also avoided excessive computing and communication overhead.The main idea of the scheme was that the fingerprint database in the offline stage was established by the server firstly.The k-anonymity algorithm was combined with Paillier encryption in the online stage by the user, and the encrypted Wi-Fi fingerprints were sent to the positioning server.An aggregation of the received Wi-Fi fingerprints and database fingerprints were performed by the server.Then they were outsourced to the cloud server for decryption and distance calculation by the positioning server.Finally, the positioning result was obtained.Theoretical analysis and experimental results show that the proposed scheme is safe, effective and practical.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024051/Wi-Fi fingerprintoutsourced computingcloud servicePaillier encryption |
| spellingShingle | Yinghui ZHANG Sirui ZHANG Qiuxia ZHAO Xiaokun ZHENG Jin CAO Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing Tongxin xuebao Wi-Fi fingerprint outsourced computing cloud service Paillier encryption |
| title | Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing |
| title_full | Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing |
| title_fullStr | Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing |
| title_full_unstemmed | Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing |
| title_short | Privacy-preserving indoor localization scheme based on Wi-Fi fingerprint with outsourced computing |
| title_sort | privacy preserving indoor localization scheme based on wi fi fingerprint with outsourced computing |
| topic | Wi-Fi fingerprint outsourced computing cloud service Paillier encryption |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024051/ |
| work_keys_str_mv | AT yinghuizhang privacypreservingindoorlocalizationschemebasedonwififingerprintwithoutsourcedcomputing AT siruizhang privacypreservingindoorlocalizationschemebasedonwififingerprintwithoutsourcedcomputing AT qiuxiazhao privacypreservingindoorlocalizationschemebasedonwififingerprintwithoutsourcedcomputing AT xiaokunzheng privacypreservingindoorlocalizationschemebasedonwififingerprintwithoutsourcedcomputing AT jincao privacypreservingindoorlocalizationschemebasedonwififingerprintwithoutsourcedcomputing |