Literature DB >> 33981186

A Lightweight Mutual Authentication and Privacy-preservation Scheme for Intelligent Wearable Devices in Industrial-CPS.

Mian Ahmad Jan1, Fazlullah Khan1, Rahim Khan1, Spyridon Mastorakis2, Varun G Menon3, Mamoun Alazab4, Paul Watters5.   

Abstract

Industry 5.0 is the digitalization, automation and data exchange of industrial processes that involve artificial intelligence, Industrial Internet of Things (IIoT), and Industrial Cyber-Physical Systems (I-CPS). In healthcare, I-CPS enables the intelligent wearable devices to gather data from the real-world and transmit to the virtual world for decision-making. I-CPS makes our lives comfortable with the emergence of innovative healthcare applications. Similar to any other IIoT paradigm, I-CPS capable healthcare applications face numerous challenging issues. The resource-constrained nature of wearable devices and their inability to support complex security mechanisms provide an ideal platform to malevolent entities for launching attacks. To preserve the privacy of wearable devices and their data in an I-CPS environment, we propose a lightweight mutual authentication scheme. Our scheme is based on client-server interaction model that uses symmetric encryption for establishing secured sessions among the communicating entities. After mutual authentication, the privacy risk associated with a patient data is predicted using an AI-enabled Hidden Markov Model (HMM). We analyzed the robustness and security of our scheme using BurrowsAbadiNeedham (BAN) logic. This analysis shows that the use of lightweight security primitives for the exchange of session keys makes the proposed scheme highly resilient in terms of security, efficiency, and robustness. Finally, the proposed scheme incurs nominal overhead in terms of processing, communication and storage and is capable to combat a wide range of adversarial threats.

Entities:  

Keywords:  Artificial Intelligence (AI); Authentication; Client-Server Model; Industrial Cyber-Physical Systems (I-CPS); Industrial Internet of Things (IIoT); Privacy; Security

Year:  2020        PMID: 33981186      PMCID: PMC8109662          DOI: 10.1109/tii.2020.3043802

Source DB:  PubMed          Journal:  IEEE Trans Industr Inform        ISSN: 1551-3203            Impact factor:   11.648


  1 in total

1.  Design of Secure and Lightweight Authentication Protocol for Wearable Devices Environment.

Authors:  Ashok Kumar Das; Mohammad Wazid; Neeraj Kumar; Muhammad Khurram Khan; Kim-Kwang Raymond Choo; YoungHo Park; Ashok Kumar Das; Mohammad Wazid; Neeraj Kumar; Muhammad Khurram Khan; Kim-Kwang Raymond Choo
Journal:  IEEE J Biomed Health Inform       Date:  2017-09-18       Impact factor: 5.772

  1 in total
  5 in total

1.  An AI-enabled lightweight data fusion and load optimization approach for Internet of Things.

Authors:  Mian Ahmad Jan; Muhammad Zakarya; Muhammad Khan; Spyridon Mastorakis; Varun G Menon; Venki Balasubramaniam; Ateeq Ur Rehman
Journal:  Future Gener Comput Syst       Date:  2021-04-08       Impact factor: 7.307

2.  Beyond Pathogen Filtration: Possibility of Smart Masks as Wearable Devices for Personal and Group Health and Safety Management.

Authors:  Peter Lee; Heepyung Kim; Yongshin Kim; Woohyeok Choi; M Sami Zitouni; Ahsan Khandoker; Herbert F Jelinek; Leontios Hadjileontiadis; Uichin Lee; Yong Jeong
Journal:  JMIR Mhealth Uhealth       Date:  2022-06-21       Impact factor: 4.947

3.  LightIoT: Lightweight and secure communication for energy-efficient IoT in health informatics.

Authors:  Mian Ahmad Jan; Fazlullah Khan; Spyridon Mastorakis; Muhammad Adil; Aamir Akbar; Nicholas Stergiou
Journal:  IEEE Trans Green Commun Netw       Date:  2021-05-04

4.  Internet of things-enabled real-time health monitoring system using deep learning.

Authors:  Xingdong Wu; Chao Liu; Lijun Wang; Muhammad Bilal
Journal:  Neural Comput Appl       Date:  2021-09-15       Impact factor: 5.102

5.  Data Mining Algorithm for Physical Health Monitoring of Young Students Based on Big Data.

Authors:  Jiangang Sun; Xiaoran Jiang; Guoliang Yuan; Zhenhuai Chen
Journal:  J Healthc Eng       Date:  2021-05-11       Impact factor: 2.682

  5 in total

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