ThinORAM: Towards Practical Oblivious Data Access in Fog Computing Environment

被引:21
|
作者
Huang, Yanyu [1 ]
Li, Bo [1 ]
Liu, Zheli [1 ]
Li, Jin [1 ,2 ]
Yiu, Siu-Ming [3 ]
Baker, Thar [4 ]
Gupta, Brij B. [5 ]
机构
[1] Nankai Univ, Coll Cyber Sci, Nankai 300071, Peoples R China
[2] Guangzhou Univ, Sch Comp Sci, Guangzhou, Peoples R China
[3] Univ Hong Kong, Hong Kong, Peoples R China
[4] Liverpool John Moores Univ, Area Auton Cloud Comp, Liverpool L3 5UG, Merseyside, England
[5] Natl Inst Technol Kurukshetra, Dept Comp Engn, Kurukshetra 136119, Haryana, India
基金
中国国家自然科学基金;
关键词
Cloud computing; Edge computing; Bandwidth; Servers; Encryption; Writing; Time factors; Data privacy; oblivious data access; Internet of Things; fog computing; DATA-STORAGE; INTERNET; THINGS; SECURITY;
D O I
10.1109/TSC.2019.2962110
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Oblivious RAM (ORAM) is important for applications that require hiding of access patterns. However, most of existing implementations of ORAM are very expensive, which are infeasible to be deployed in lightweight devices, like the terminal equipment for Internet of Things (IoT). In this article, we focus on how to apply the expensive ORAM to protect access pattern in IoT devices and propose an ORAM scheme supporting thin-client, called "ThinORAM", under non-colluding clouds. Our proposed scheme removes complicated computations in the client side and requires only O(1) communication cost with a reasonable response time. We further show how to securely deploy ThinORAM in the fog computing environment to achieve oblivious data access with minimum client cost. Experiments show that our scheme can eliminate most of the client storage and reduce the cloud-cloud bandwidth by 2x, with 3x faster response time, when compared to the best scheme that aims at reducing client side overheads.
引用
收藏
页码:602 / 612
页数:11
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