Smart home privacy protection methods against a passive wireless snooping side-channel attack

Smart home technologies have attracted more users in recent years due to significant advancements in their underlying enabler components, such as sensors, actuators, and processors, which are spreading in various domains and have become more affordable. However, these IoT-based solutions are prone t...

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Main Authors: Abrishamchi, Mohammad Ali Nassiri, Zainal, Anazida, Abdoh Ghaleb, Fuad Abdulgaleel, Qasem, Sultan Noman, Albarrak, Abdullah M.
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Online Access:http://eprints.utm.my/104054/1/AnazidaZainal2022_SmartHomePrivacyProtectionMethods.pdf
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author Abrishamchi, Mohammad Ali Nassiri
Zainal, Anazida
Abdoh Ghaleb, Fuad Abdulgaleel
Qasem, Sultan Noman
Albarrak, Abdullah M.
author_facet Abrishamchi, Mohammad Ali Nassiri
Zainal, Anazida
Abdoh Ghaleb, Fuad Abdulgaleel
Qasem, Sultan Noman
Albarrak, Abdullah M.
author_sort Abrishamchi, Mohammad Ali Nassiri
collection ePrints
description Smart home technologies have attracted more users in recent years due to significant advancements in their underlying enabler components, such as sensors, actuators, and processors, which are spreading in various domains and have become more affordable. However, these IoT-based solutions are prone to data leakage; this privacy issue has motivated researchers to seek a secure solution to overcome this challenge. In this regard, wireless signal eavesdropping is one of the most severe threats that enables attackers to obtain residents’ sensitive information. Even if the system encrypts all communications, some cyber attacks can still steal information by interpreting the contextual data related to the transmitted signals. For example, a “fingerprint and timing-based snooping (FATS)” attack is a side-channel attack (SCA) developed to infer in-home activities passively from a remote location near the targeted house. An SCA is a sort of cyber attack that extracts valuable information from smart systems without accessing the content of data packets. This paper reviews the SCAs associated with cyber–physical systems, focusing on the proposed solutions to protect the privacy of smart homes against FATS attacks in detail. Moreover, this work clarifies shortcomings and future opportunities by analyzing the existing gaps in the reviewed methods.
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spelling utm.eprints-1040542024-01-14T00:56:57Z http://eprints.utm.my/104054/ Smart home privacy protection methods against a passive wireless snooping side-channel attack Abrishamchi, Mohammad Ali Nassiri Zainal, Anazida Abdoh Ghaleb, Fuad Abdulgaleel Qasem, Sultan Noman Albarrak, Abdullah M. QA75 Electronic computers. Computer science TK Electrical engineering. Electronics Nuclear engineering Smart home technologies have attracted more users in recent years due to significant advancements in their underlying enabler components, such as sensors, actuators, and processors, which are spreading in various domains and have become more affordable. However, these IoT-based solutions are prone to data leakage; this privacy issue has motivated researchers to seek a secure solution to overcome this challenge. In this regard, wireless signal eavesdropping is one of the most severe threats that enables attackers to obtain residents’ sensitive information. Even if the system encrypts all communications, some cyber attacks can still steal information by interpreting the contextual data related to the transmitted signals. For example, a “fingerprint and timing-based snooping (FATS)” attack is a side-channel attack (SCA) developed to infer in-home activities passively from a remote location near the targeted house. An SCA is a sort of cyber attack that extracts valuable information from smart systems without accessing the content of data packets. This paper reviews the SCAs associated with cyber–physical systems, focusing on the proposed solutions to protect the privacy of smart homes against FATS attacks in detail. Moreover, this work clarifies shortcomings and future opportunities by analyzing the existing gaps in the reviewed methods. MDPI 2022-11 Article PeerReviewed application/pdf en http://eprints.utm.my/104054/1/AnazidaZainal2022_SmartHomePrivacyProtectionMethods.pdf Abrishamchi, Mohammad Ali Nassiri and Zainal, Anazida and Abdoh Ghaleb, Fuad Abdulgaleel and Qasem, Sultan Noman and Albarrak, Abdullah M. (2022) Smart home privacy protection methods against a passive wireless snooping side-channel attack. Sensors, 22 (21). pp. 1-21. ISSN 1424-8220 http://dx.doi.org/10.3390/s22218564 DOI:10.3390/s22218564
spellingShingle QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
Abrishamchi, Mohammad Ali Nassiri
Zainal, Anazida
Abdoh Ghaleb, Fuad Abdulgaleel
Qasem, Sultan Noman
Albarrak, Abdullah M.
Smart home privacy protection methods against a passive wireless snooping side-channel attack
title Smart home privacy protection methods against a passive wireless snooping side-channel attack
title_full Smart home privacy protection methods against a passive wireless snooping side-channel attack
title_fullStr Smart home privacy protection methods against a passive wireless snooping side-channel attack
title_full_unstemmed Smart home privacy protection methods against a passive wireless snooping side-channel attack
title_short Smart home privacy protection methods against a passive wireless snooping side-channel attack
title_sort smart home privacy protection methods against a passive wireless snooping side channel attack
topic QA75 Electronic computers. Computer science
TK Electrical engineering. Electronics Nuclear engineering
url http://eprints.utm.my/104054/1/AnazidaZainal2022_SmartHomePrivacyProtectionMethods.pdf
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