Literature DB >> 32966223

A Privacy-Preserving Mobile and Fog Computing Framework to Trace and Prevent COVID-19 Community Transmission.

Md Whaiduzzaman, Md Razon Hossain, Ahmedur Rahman Shovon, Shanto Roy, Aron Laszka, Rajkumar Buyya, Alistair Barros.   

Abstract

To slow down the spread of COVID-19, governments worldwide are trying to identify infected people, and contain the virus by enforcing isolation, and quarantine. However, it is difficult to trace people who came into contact with an infected person, which causes widespread community transmission, and mass infection. To address this problem, we develop an e-government Privacy-Preserving Mobile, and Fog computing framework entitled PPMF that can trace infected, and suspected cases nationwide. We use personal mobile devices with contact tracing app, and two types of stationary fog nodes, named Automatic Risk Checkers (ARC), and Suspected User Data Uploader Node (SUDUN), to trace community transmission alongside maintaining user data privacy. Each user's mobile device receives a Unique Encrypted Reference Code (UERC) when registering on the central application. The mobile device, and the central application both generate Rotational Unique Encrypted Reference Code (RUERC), which broadcasted using the Bluetooth Low Energy (BLE) technology. The ARCs are placed at the entry points of buildings, which can immediately detect if there are positive or suspected cases nearby. If any confirmed case is found, the ARCs broadcast pre-cautionary messages to nearby people without revealing the identity of the infected person. The SUDUNs are placed at the health centers that report test results to the central cloud application. The reported data is later used to map between infected, and suspected cases. Therefore, using our proposed PPMF framework, governments can let organizations continue their economic activities without complete lockdown.

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Year:  2020        PMID: 32966223     DOI: 10.1109/JBHI.2020.3026060

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  8 in total

1.  When CVaR Meets With Bluetooth PAN: A Physical Distancing System for COVID-19 Proactive Safety.

Authors:  Md Shirajum Munir; Do Hyeon Kim; Anupam Kumar Bairagi; Choong Seon Hong
Journal:  IEEE Sens J       Date:  2021-03-24       Impact factor: 4.325

2.  STROVE: spatial data infrastructure enabled cloud-fog-edge computing framework for combating COVID-19 pandemic.

Authors:  Shreya Ghosh; Anwesha Mukherjee
Journal:  Innov Syst Softw Eng       Date:  2022-06-02

3.  Internet Rumors During the COVID-19 Pandemic: Dynamics of Topics and Public Psychologies.

Authors:  Quan Xiao; Weiling Huang; Xing Zhang; Shanshan Wan; Xia Li
Journal:  Front Public Health       Date:  2021-12-20

4.  Real-time COVID-19 detection over chest x-ray images in edge computing.

Authors:  Weijie Xu; Beijing Chen; Haoyang Shi; Hao Tian; Xiaolong Xu
Journal:  Comput Intell       Date:  2022-04-30       Impact factor: 2.142

5.  Epidemiologic information discovery from open-access COVID-19 case reports via pretrained language model.

Authors:  Zhizheng Wang; Xiao Fan Liu; Zhanwei Du; Lin Wang; Ye Wu; Petter Holme; Michael Lachmann; Hongfei Lin; Zoie S Y Wong; Xiao-Ke Xu; Yuanyuan Sun
Journal:  iScience       Date:  2022-09-05

6.  A scalable framework for smart COVID surveillance in the workplace using Deep Neural Networks and cloud computing.

Authors:  Ajay Singh; Vaibhav Jindal; Rajinder Sandhu; Victor Chang
Journal:  Expert Syst       Date:  2021-05-06       Impact factor: 2.812

7.  A Survey on Security and Privacy Issues in Contact Tracing Application of Covid-19.

Authors:  B Sowmiya; V S Abhijith; S Sudersan; R Sakthi Jaya Sundar; M Thangavel; P Varalakshmi
Journal:  SN Comput Sci       Date:  2021-03-11

8.  Data privacy during pandemics: a systematic literature review of COVID-19 smartphone applications.

Authors:  Amany Alshawi; Muna Al-Razgan; Fatima H AlKallas; Raghad Abdullah Bin Suhaim; Reem Al-Tamimi; Norah Alharbi; Sarah Omar AlSaif
Journal:  PeerJ Comput Sci       Date:  2022-01-04
  8 in total

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