Homomorphic Evaluation of the Integer Arithmetic Operations for Mobile Edge Computing
المؤلفون المشاركون
Zhao, Liang
Gong, Changqing
Li, Mengfei
Guo, Zhenzhou
Han, Guangjie
المصدر
Wireless Communications and Mobile Computing
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-11-15
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
With the rapid development of the 5G network and Internet of Things (IoT), lots of mobile and IoT devices generate massive amounts of multisource heterogeneous data.
Effective processing of such data becomes an urgent problem.
However, traditional centralised models of cloud computing are challenging to process multisource heterogeneous data effectively.
Mobile edge computing (MEC) emerges as a new technology to optimise applications or cloud computing systems.
However, the features of MEC such as content perception, real-time computing, and parallel processing make the data security and privacy issues that exist in the cloud computing environment more prominent.
Protecting sensitive data through traditional encryption is a very secure method, but this will make it impossible for the MEC to calculate the encrypted data.
The fully homomorphic encryption (FHE) overcomes this limitation.
FHE can be used to compute ciphertext directly.
Therefore, we propose a ciphertext arithmetic operation that implements data with integer homomorphic encryption to ensure data privacy and computability.
Our scheme refers to the integer operation rules of complement, addition, subtraction, multiplication, and division.
First, we use Boolean polynomials (BP) of containing logical AND, XOR operations to represent the rulers.
Second, we convert the BP into homomorphic polynomials (HP) to perform ciphertext operations.
Then, we optimise our scheme.
We divide the ciphertext vector of integer encryption into subvectors of length 2 and increase the length of private key of FHE to support the 3-multiplication level additional.
We test our optimised scheme in DGHV and CMNT.
In the number of ciphertext refreshes, the optimised scheme is reduced by 2/3 compared to the original scheme, and the time overhead of our scheme is reduced by 1/3.
We also examine our scheme in CNT of without bootstrapping.
The time overhead of optimised scheme over DGHV and CMNT is close to the original scheme over CNT.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Gong, Changqing& Li, Mengfei& Zhao, Liang& Guo, Zhenzhou& Han, Guangjie. 2018. Homomorphic Evaluation of the Integer Arithmetic Operations for Mobile Edge Computing. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1216280
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Gong, Changqing…[et al.]. Homomorphic Evaluation of the Integer Arithmetic Operations for Mobile Edge Computing. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1216280
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Gong, Changqing& Li, Mengfei& Zhao, Liang& Guo, Zhenzhou& Han, Guangjie. Homomorphic Evaluation of the Integer Arithmetic Operations for Mobile Edge Computing. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1216280
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1216280
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