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題名 Storage-Saving Bi- Dimensional Privacy-Preserving Data Aggregation in Smart Grids
作者 曾一凡
Tseng, Yi-Fan
Fan, Chun-I
Lin, Yi-Hui
Zhang, Fangguo
貢獻者 資科系
日期 2019-05
上傳時間 2-Sep-2020 09:15:30 (UTC+8)
摘要 Recently, lots of works on power consumption data aggregation have been proposed for the privacy-preservation of users against the operation center in smart grids. This is the user-based data aggregation, which accumulates the power consumption data of a group of users for every time unit. On the other hand, the accumulation of a user’s data in a group of time units will facilitate the queries on the user’s accumulated power usage in these specified time units, which is time-based data aggregation. It enables the operation center to perform individual energy consumption statistics and management and offer customized services. If a data aggregation scheme provides both user-based and time-based data aggregation, it is said to be it bi-dimensional. This manuscript presents the first privacy-preserving bi-dimensional data aggregation scheme, where the storage cost only linearly increases with the number of time units and is independent of the number of users.
關聯 Journal of Internet Technology, Vol.20, No.3, pp.955-962
資料類型 article
dc.contributor 資科系
dc.creator (作者) 曾一凡
dc.creator (作者) Tseng, Yi-Fan
dc.creator (作者) Fan, Chun-I
dc.creator (作者) Lin, Yi-Hui
dc.creator (作者) Zhang, Fangguo
dc.date (日期) 2019-05
dc.date.accessioned 2-Sep-2020 09:15:30 (UTC+8)-
dc.date.available 2-Sep-2020 09:15:30 (UTC+8)-
dc.date.issued (上傳時間) 2-Sep-2020 09:15:30 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/131410-
dc.description.abstract (摘要) Recently, lots of works on power consumption data aggregation have been proposed for the privacy-preservation of users against the operation center in smart grids. This is the user-based data aggregation, which accumulates the power consumption data of a group of users for every time unit. On the other hand, the accumulation of a user’s data in a group of time units will facilitate the queries on the user’s accumulated power usage in these specified time units, which is time-based data aggregation. It enables the operation center to perform individual energy consumption statistics and management and offer customized services. If a data aggregation scheme provides both user-based and time-based data aggregation, it is said to be it bi-dimensional. This manuscript presents the first privacy-preserving bi-dimensional data aggregation scheme, where the storage cost only linearly increases with the number of time units and is independent of the number of users.
dc.format.extent 1124680 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) Journal of Internet Technology, Vol.20, No.3, pp.955-962
dc.title (題名) Storage-Saving Bi- Dimensional Privacy-Preserving Data Aggregation in Smart Grids
dc.type (資料類型) article