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Toward a lightweight ontology for privacy protection in IoT

Published: 08 April 2019 Publication History

Abstract

The literature asserts that the design of an ontology-based privacy model is an essential starting point to address privacy risks in IoT, where connected devices are increasingly capable of monitoring human activities. Due to the omnipresence of data privacy concerns in IoT, we highlight the need for privacy ontologies that combine an expressive vocabulary with extension points but that do not overload the processing of privacy policies data. This paper presents IoT-Priv as a lightweight privacy layer upon IoT basic concepts such as device, sensor, and service. We introduce privacy requirements guiding the IoT-Priv ontology design, match these requirements to the respective privacy terms modeled, and show how to use IoT-Priv through a usage scenario. Finally, we evaluate static metrics and response times of spatial and temporal query filters over instances of privacy policies. Results open the way for the creation of scalable, privacy-enabled systems.

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  • (2023)CV-Priv: Towards a Context Model for Privacy Policy Creation for Connected Vehicles2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)10.1109/PerComWorkshops56833.2023.10150231(583-588)Online publication date: 13-Mar-2023
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cover image ACM Conferences
SAC '19: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing
April 2019
2682 pages
ISBN:9781450359337
DOI:10.1145/3297280
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 08 April 2019

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Author Tags

  1. evaluation
  2. internet of things
  3. ontology
  4. privacy
  5. requirements

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Cited By

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  • (2024)A Survey of Ontologies Considering General Safety, Security, and Operation Aspects in OTIEEE Open Journal of the Industrial Electronics Society10.1109/OJIES.2024.34411125(861-885)Online publication date: 2024
  • (2024)A Data Protection Design for Online Exam Proctoring in Compliance with the Indonesian Personal Data Protection LawIntelligent Systems and Applications10.1007/978-3-031-47715-7_36(523-535)Online publication date: 30-Jan-2024
  • (2023)CV-Priv: Towards a Context Model for Privacy Policy Creation for Connected Vehicles2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)10.1109/PerComWorkshops56833.2023.10150231(583-588)Online publication date: 13-Mar-2023
  • (2023)Towards User-Centered Privacy Adaptation Management: Insights From Privacy Research and a System-of-Systems Architecture2023 IEEE 25th Conference on Business Informatics (CBI)10.1109/CBI58679.2023.10187468(1-10)Online publication date: 21-Jun-2023
  • (2023)IoT-Reg: A Comprehensive Knowledge Graph for Real-Time IoT Data Privacy Compliance2023 IEEE International Conference on Big Data (BigData)10.1109/BigData59044.2023.10386545(2897-2906)Online publication date: 15-Dec-2023
  • (2022)Applications of Ontology in the Internet of Things: A Systematic AnalysisElectronics10.3390/electronics1201011112:1(111)Online publication date: 27-Dec-2022
  • (2022)POWoT : a Privacy Ontology for the Web of Things2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)10.1109/WI-IAT55865.2022.00026(119-126)Online publication date: Nov-2022
  • (2022)A Reference Architecture for Healthcare Systems with Coded Terminology Support2022 Intermountain Engineering, Technology and Computing (IETC)10.1109/IETC54973.2022.9796889(1-6)Online publication date: May-2022
  • (2022)A Systematic Review on the Use of Ontologies in the Internet of ThingsApplied Technologies10.1007/978-3-031-03884-6_37(509-524)Online publication date: 6-Apr-2022
  • (2022)Helping People to Control Their Everyday Data for Care: A Scenario-Based StudyPervasive Computing Technologies for Healthcare10.1007/978-3-030-99194-4_18(272-301)Online publication date: 23-Mar-2022
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