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SPOC: A Secure and Privacy-preserving Opportunistic Computing Framework for Mobile-Healthcare Emergency
| Citations: | 11 - 2 self |
BibTeX
@MISC{Lu_spoc:a,
author = {Rongxing Lu and Xiaodong Lin and Xuemin (sherman Shen},
title = {SPOC: A Secure and Privacy-preserving Opportunistic Computing Framework for Mobile-Healthcare Emergency},
year = {}
}
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Abstract
Abstract—With the pervasiveness of smart phones and the advance of wireless body sensor networks (BSNs), mobile Healthcare (m-Healthcare), which extends the operation of Healthcare provider into a pervasive environment for better health monitoring, has attracted considerable interest recently. However, the flourish of m-Healthcare still faces many challenges including information security and privacy preservation. In this paper, we propose a secure and privacy-preserving opportunistic computing framework, called SPOC, for m-Healthcare emergency. With SPOC, smart phone resources including computing power and energy can be opportunistically gathered to process the computing-intensive personal health information (PHI) during m-Healthcare emergency with minimal privacy disclosure. In specific, to leverage the PHI privacy disclosure and the high reliability of PHI process and transmission in m-Healthcare emergency, we introduce an efficient user-centric privacy access control in SPOC framework, which is based on an attribute-based access control and a new privacy-preserving scalar product computation (PPSPC) technique, and allows a medical user to decide who can participate in the opportunistic computing to assist in processing his overwhelming PHI data. Detailed security analysis shows that the proposed SPOC framework can efficiently achieve user-centric privacy access control in m-Healthcare emergency. In addition, performance evaluations via extensive simulations demonstrate the SPOC’s effectiveness in term of providing high reliable PHI process and transmission while minimizing the privacy disclosure during m-Healthcare emergency. Index Terms—Mobile-Healthcare emergency; opportunistic computing; user-centric privacy access control; PPSPC 1
Keyphrases
m-healthcare emergency privacy-preserving opportunistic computing framework mobile-healthcare emergency spoc framework opportunistic computing user-centric privacy access control privacy preservation minimal privacy disclosure healthcare provider high reliability considerable interest many challenge pervasive environment smart phone detailed security analysis mobile healthcare new privacy-preserving scalar product computation information security extensive simulation health monitoring attribute-based access control high reliable phi process medical user computing-intensive personal health information efficient user-centric privacy access control performance evaluation overwhelming phi data phi process wireless body sensor network index term mobile-healthcare emergency phone resource phi privacy disclosure spoc effectiveness privacy disclosure
