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author:

Yang, Yang (Yang, Yang.) [1] | Deng, Robert H. (Deng, Robert H..) [2] | Liu, Ximeng (Liu, Ximeng.) [3] (Scholars:刘西蒙) | Wu, Yongdong (Wu, Yongdong.) [4] | Weng, Jian (Weng, Jian.) [5] | Zheng, Xianghan (Zheng, Xianghan.) [6] (Scholars:郑相涵) | Rong, Chunming (Rong, Chunming.) [7]

Indexed by:

EI SCIE

Abstract:

In this article, we propose a privacy-preserving medical treatment system using nondeterministic finite automata (NFA), hereafter referred to as P-Med, designed for remote medical environment. P-Med makes use of the nondeterministic transition characteristic of NFA to flexibly represent medical model, which includes illness states, treatment methods and state transitions caused by exerting different treatment methods. A medical model is encrypted and outsourced to cloud to deliver telemedicine service. Using P-Med, patient-centric diagnosis and treatment can be made on-the-fly while protecting the confidentiality of patient's illness states and treatment recommendation results. Moreover, a new privacy-preserving NFA evaluation method is given in P-Med to get a confidential match result for the evaluation of an encrypted NFA and an encrypted data set, which avoids the cumbersome inner state transition determination. We demonstrate that P-Med realizes treatment procedure recommendation without privacy leakage to unauthorized parties. We conduct extensive experiments and analysis to evaluate the efficiency.

Keyword:

Data security and privacy medical treatment nondeterministic finite automata secure outsourced computing

Community:

  • [ 1 ] [Yang, Yang]Singapore Management Univ, Sch Informat Syst, Singapore 188065, Singapore
  • [ 2 ] [Deng, Robert H.]Singapore Management Univ, Sch Informat Syst, Singapore 188065, Singapore
  • [ 3 ] [Yang, Yang]Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China
  • [ 4 ] [Yang, Yang]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 5 ] [Liu, Ximeng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 6 ] [Zheng, Xianghan]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 7 ] [Yang, Yang]Guangdong Prov Key Lab Data Secur & Privacy Prote, Guangzhou 510632, Peoples R China
  • [ 8 ] [Yang, Yang]Minjiang Univ, Fujian Prov Key Lab Informat Proc & Intelligent C, Fuzhou 350108, Peoples R China
  • [ 9 ] [Wu, Yongdong]Jinan Univ, Dept Comp Sci, Guangzhou 510632, Guangdong, Peoples R China
  • [ 10 ] [Weng, Jian]Jinan Univ, Dept Comp Sci, Guangzhou 510632, Guangdong, Peoples R China
  • [ 11 ] [Rong, Chunming]Univ Stavanger, Dept Elect Engn & Comp Sci, N-4021 Stavanger, Norway
  • [ 12 ] [Rong, Chunming]MingByte Technol, Qingdao 266000, Shandong, Peoples R China

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Source :

IEEE TRANSACTIONS ON CLOUD COMPUTING

ISSN: 2168-7161

Year: 2022

Issue: 3

Volume: 10

Page: 2020-2037

6 . 5

JCR@2022

5 . 3 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:61

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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