EPLC: An Efficient Privacy-Preserving Line-Loss Calculation Scheme for Residential Areas of Smart Grid
المؤلفون المشاركون
Zhu, Peidong
Xiong, Yinqiao
Liu, Zhizhu
Yin, Hui
Deng, Tiantian
المصدر
Security and Communication Networks
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-14، 14ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-04-01
دولة النشر
مصر
عدد الصفحات
14
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Recently, smart grid is considered as the next generation of power grid by introducing information and communication technologies.
Line-loss is an important synthetic indicator which can directly reflect the energy efficiency and power management level of smart grid enterprises.
In order to obtain all residential areas, line-loss requires obtaining electricity consumption of each user.
However, data about users’ electricity consumption could reveal sensitive information; a sophisticated adversary can use some data analysis methods to deduce economic situation, habits, lifestyles, etc.
In order to solve the problem, we propose an Efficient Privacy-preserving scheme for Line-loss Calculation, named EPLC.
In our scheme, a data item is reading from one smart meter which implies the energy consumption in a time period of the user who owns it, and each user lives in a residential area.
For each user, we encrypt user’s data based on Paillier cryptosystem by using two Horner parameters, by leveraging homomorphism, and each residential area gateway calculates relevant data about corresponding line-loss and control center hides the area-level polynomial into the final output for representing line-loss of all residential areas which are both in the form of ciphertext.
Finally, we can still recover each residential area line-loss with possessing private keys and Horner parameters.
Moreover, EPLC adopts the batch verification technique to lower authentication cost.
Finally, our analysis indicates that EPLC is not only efficient but also can protect individual user’s electricity consumption privacy, and the flexibility and expansibility of EPLC are very suitable for smart grid.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xiong, Yinqiao& Zhu, Peidong& Liu, Zhizhu& Yin, Hui& Deng, Tiantian. 2019. EPLC: An Efficient Privacy-Preserving Line-Loss Calculation Scheme for Residential Areas of Smart Grid. Security and Communication Networks،Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1210658
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xiong, Yinqiao…[et al.]. EPLC: An Efficient Privacy-Preserving Line-Loss Calculation Scheme for Residential Areas of Smart Grid. Security and Communication Networks No. 2019 (2019), pp.1-14.
https://search.emarefa.net/detail/BIM-1210658
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xiong, Yinqiao& Zhu, Peidong& Liu, Zhizhu& Yin, Hui& Deng, Tiantian. EPLC: An Efficient Privacy-Preserving Line-Loss Calculation Scheme for Residential Areas of Smart Grid. Security and Communication Networks. 2019. Vol. 2019, no. 2019, pp.1-14.
https://search.emarefa.net/detail/BIM-1210658
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1210658
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر