Özet
Due to dramatically increasing energy need traditional grid becomes inadequate to manage the energy generation and distribution system. Smart Grid is an efficient, user-friendly solution to today’s energy management and generation problem. However, Smart Grid introduces many privacy issues that do not exist in traditional grids. For example, with Smart Grid it is possible to obtain consumers’ daily life patterns from their energy usage data. In this paper, we tackle with this problem and propose a novel privacy-preserving communication protocol. The proposed protocol is based on time perturbation and Shamir’s Secret Sharing (SSS) scheme. In the proposed protocol, consumption reports are generated by smart meters and sent to a data collection center using Laplace Distribution based time perturbation. In addition, SSS is employed to prevent attacks during multi-hop data transmission. The time perturbation prevents malicious users to see the actual data while it is stored in the data center. Security analysis shows that the proposed protocol preserves privacy of consumer data during both data transmission and data storage.
| Orijinal dil | İngilizce |
|---|---|
| Ana bilgisayar yayını başlığı | Artificial Intelligence Applications and Innovations - 11th IFIPWG 12.5 International Conference, AIAI 2015, Proceedings |
| Editörler | Reda Alhajj, Richard Chbeir, Ilias Maglogiannis, Yannis Manolopoulos |
| Yayınlayan | Springer New York LLC |
| Sayfalar | 467-477 |
| Sayfa sayısı | 11 |
| ISBN (Basılı) | 9783319238678 |
| DOI'lar | |
| Yayın durumu | Yayınlandı - 2015 |
| Harici olarak yayınlandı | Evet |
| Etkinlik | 11th IFIPWG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015 - Bayonne, !!France Süre: 14 Eyl 2015 → 17 Eyl 2015 |
Yayın serisi
| Adı | IFIP Advances in Information and Communication Technology |
|---|---|
| Hacim | 458 |
| ISSN (Basılı) | 1868-4238 |
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| ???event.eventtypes.event.conference??? | 11th IFIPWG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015 |
|---|---|
| Ülke/Bölge | !!France |
| Şehir | Bayonne |
| Periyot | 14/09/15 → 17/09/15 |
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