Multi-party summation query method based on differential privacy
Differential privacy is considered to be a very reliable protection mechanism because it does not require the a prior knowledge for the attacker.However,differential privacy is rarely used in a multi-party environment.In view of this,the differential privacy is applied to the data summation query in...
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| Format: | Article |
| Language: | English |
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POSTS&TELECOM PRESS Co., LTD
2020-06-01
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| Series: | 网络与信息安全学报 |
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| Online Access: | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020032 |
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| _version_ | 1841529951170330624 |
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| author | Xianmang HE |
| author_facet | Xianmang HE |
| author_sort | Xianmang HE |
| collection | DOAJ |
| description | Differential privacy is considered to be a very reliable protection mechanism because it does not require the a prior knowledge for the attacker.However,differential privacy is rarely used in a multi-party environment.In view of this,the differential privacy is applied to the data summation query in multi-party environment.This method was described in detail and proved the security of the method. |
| format | Article |
| id | doaj-art-3a87afd729004035b1cfaf9a17db079e |
| institution | Kabale University |
| issn | 2096-109X |
| language | English |
| publishDate | 2020-06-01 |
| publisher | POSTS&TELECOM PRESS Co., LTD |
| record_format | Article |
| series | 网络与信息安全学报 |
| spelling | doaj-art-3a87afd729004035b1cfaf9a17db079e2025-01-15T03:14:05ZengPOSTS&TELECOM PRESS Co., LTD网络与信息安全学报2096-109X2020-06-016141859559081Multi-party summation query method based on differential privacyXianmang HEDifferential privacy is considered to be a very reliable protection mechanism because it does not require the a prior knowledge for the attacker.However,differential privacy is rarely used in a multi-party environment.In view of this,the differential privacy is applied to the data summation query in multi-party environment.This method was described in detail and proved the security of the method.http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020032multi-party summationprivacy preservationdifferential privacydata query |
| spellingShingle | Xianmang HE Multi-party summation query method based on differential privacy 网络与信息安全学报 multi-party summation privacy preservation differential privacy data query |
| title | Multi-party summation query method based on differential privacy |
| title_full | Multi-party summation query method based on differential privacy |
| title_fullStr | Multi-party summation query method based on differential privacy |
| title_full_unstemmed | Multi-party summation query method based on differential privacy |
| title_short | Multi-party summation query method based on differential privacy |
| title_sort | multi party summation query method based on differential privacy |
| topic | multi-party summation privacy preservation differential privacy data query |
| url | http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020032 |
| work_keys_str_mv | AT xianmanghe multipartysummationquerymethodbasedondifferentialprivacy |