Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey

The rapid evolution of the Internet of Things (IoT) paradigm during the last decade has lead to its adoption in critical infrastructure. However, the multitude of benefits that are derived from the IoT paradigm are short-lived due to the exponential rise in the associated security and privacy threat...

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Autores principales:	Muhammad Akbar Husnoo, Adnan Anwar, Ripon K. Chakrabortty, Robin Doss, Mike J. Ryan
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Differential privacy healthcare systems the Internet of Things (IoT) intelligent transport system (ITS) industrial Internet of Things (IIoT) privacy preservation Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/5ebe3aacd50d46adb3eeb23209eb4b74
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spelling	oai:doaj.org-article:5ebe3aacd50d46adb3eeb23209eb4b742021-11-24T00:00:29ZDifferential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey2169-353610.1109/ACCESS.2021.3124309https://doaj.org/article/5ebe3aacd50d46adb3eeb23209eb4b742021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9594795/https://doaj.org/toc/2169-3536The rapid evolution of the Internet of Things (IoT) paradigm during the last decade has lead to its adoption in critical infrastructure. However, the multitude of benefits that are derived from the IoT paradigm are short-lived due to the exponential rise in the associated security and privacy threats. Adversaries carry out privacy-oriented attacks to gain access to the sensitive and confidential data of critical infrastructure for various self-centered, political and commercial gains. In the past, researchers have employed several privacy preservation approaches including cryptographic encryption and k-anonymity to secure IoT-enabled critical infrastructure. However, for various reasons, those proposed solutions are not well suited for modern IoT-enabled critical infrastructure. Therefore, Dwork’s differential privacy has emerged as the most viable privacy preservation strategy for IoT-enabled critical infrastructure. This paper provides a comprehensive and extensive survey of the application and implementation of differential privacy in four major application domains of IoT-enabled critical infrastructure: Smart Grids (SGs), Intelligent Transport Systems (ITSs), healthcare and medical systems, and Industrial Internet of Things (IIoT). Finally, we discuss some promising future research directions in differential privacy for IoT-enabled critical infrastructure.Muhammad Akbar HusnooAdnan AnwarRipon K. ChakraborttyRobin DossMike J. RyanIEEEarticleDifferential privacyhealthcare systemsthe Internet of Things (IoT)intelligent transport system (ITS)industrial Internet of Things (IIoT)privacy preservationElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 9, Pp 153276-153304 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Differential privacy healthcare systems the Internet of Things (IoT) intelligent transport system (ITS) industrial Internet of Things (IIoT) privacy preservation Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	Differential privacy healthcare systems the Internet of Things (IoT) intelligent transport system (ITS) industrial Internet of Things (IIoT) privacy preservation Electrical engineering. Electronics. Nuclear engineering TK1-9971 Muhammad Akbar Husnoo Adnan Anwar Ripon K. Chakrabortty Robin Doss Mike J. Ryan Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
description	The rapid evolution of the Internet of Things (IoT) paradigm during the last decade has lead to its adoption in critical infrastructure. However, the multitude of benefits that are derived from the IoT paradigm are short-lived due to the exponential rise in the associated security and privacy threats. Adversaries carry out privacy-oriented attacks to gain access to the sensitive and confidential data of critical infrastructure for various self-centered, political and commercial gains. In the past, researchers have employed several privacy preservation approaches including cryptographic encryption and k-anonymity to secure IoT-enabled critical infrastructure. However, for various reasons, those proposed solutions are not well suited for modern IoT-enabled critical infrastructure. Therefore, Dwork’s differential privacy has emerged as the most viable privacy preservation strategy for IoT-enabled critical infrastructure. This paper provides a comprehensive and extensive survey of the application and implementation of differential privacy in four major application domains of IoT-enabled critical infrastructure: Smart Grids (SGs), Intelligent Transport Systems (ITSs), healthcare and medical systems, and Industrial Internet of Things (IIoT). Finally, we discuss some promising future research directions in differential privacy for IoT-enabled critical infrastructure.
format	article
author	Muhammad Akbar Husnoo Adnan Anwar Ripon K. Chakrabortty Robin Doss Mike J. Ryan
author_facet	Muhammad Akbar Husnoo Adnan Anwar Ripon K. Chakrabortty Robin Doss Mike J. Ryan
author_sort	Muhammad Akbar Husnoo
title	Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
title_short	Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
title_full	Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
title_fullStr	Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
title_full_unstemmed	Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey
title_sort	differential privacy for iot-enabled critical infrastructure: a comprehensive survey
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/5ebe3aacd50d46adb3eeb23209eb4b74
work_keys_str_mv	AT muhammadakbarhusnoo differentialprivacyforiotenabledcriticalinfrastructureacomprehensivesurvey AT adnananwar differentialprivacyforiotenabledcriticalinfrastructureacomprehensivesurvey AT riponkchakrabortty differentialprivacyforiotenabledcriticalinfrastructureacomprehensivesurvey AT robindoss differentialprivacyforiotenabledcriticalinfrastructureacomprehensivesurvey AT mikejryan differentialprivacyforiotenabledcriticalinfrastructureacomprehensivesurvey
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Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey

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