Differential privacy for industrial internet of things: Opportunities, applications, and challenges

B Jiang, J Li, G Yue, H Song - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The development of Internet of Things (IoT) brings new changes to various fields.
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …

A survey of differential privacy-based techniques and their applicability to location-based services

JW Kim, K Edemacu, JS Kim, YD Chung, B Jang - Computers & Security, 2021 - Elsevier
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …

Preserving privacy in WiFi localization with plausible dummy locations

P Zhao, W Liu, G Zhang, Z Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Benefiting from the development of wireless communication, WiFi localization plays a vital
role in various mobile applications. However, users' locations are breached by untrusted …

On the privacy protection of indoor location dataset using anonymization

A Fathalizadeh, V Moghtadaiee, M Alishahi - Computers & Security, 2022 - Elsevier
Indoor positioning is becoming more popular with increasing user demands on Location-
based Services (LBS) and Social Networking Services (SNS). Location fingerprinting is …

Privacy preserving solution for the asynchronous localization of underwater sensor networks

H Zhao, J Yan, X Luo, X Gua - IEEE/CAA Journal of Automatica …, 2020 - ieeexplore.ieee.org
Location estimation of underwater sensor networks (USNs) has become a critical
technology, due to its fundamental role in the sensing, communication and control of ocean …

Lessons learned: Surveying the practicality of differential privacy in the industry

GM Garrido, X Liu, F Matthes, D Song - arXiv preprint arXiv:2211.03898, 2022 - arxiv.org
Since its introduction in 2006, differential privacy has emerged as a predominant statistical
tool for quantifying data privacy in academic works. Yet despite the plethora of research and …

Privacy enhancing techniques in the internet of things using data anonymisation

W Ren, X Tong, J Du, N Wang, S Li, G Min… - Information Systems …, 2021 - Springer
Abstract The Internet of Things (IoT) and Industrial 4.0 bring enormous potential benefits by
enabling highly customised services and applications, which create huge volume and …

Hide me behind the noise: Local differential privacy for indoor location privacy

H Navidan, V Moghtadaiee, N Nazaran… - 2022 IEEE European …, 2022 - ieeexplore.ieee.org
The advent of numerous indoor location-based services (LBSs) and the widespread use of
many types of mobile devices in indoor environments have resulted in generating a massive …

Indoor geo-indistinguishability: Adopting differential privacy for indoor location data protection

A Fathalizadeh, V Moghtadaiee… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the extensive applicability of Location-Based Services (LBSs) and the Global
Navigation Satellite System (GNSS) failure in indoor environments, indoor positioning …

Privacy in indoor positioning systems: A systematic review

S Holcer, J Torres-Sospedra, M Gould… - … on localization and …, 2020 - ieeexplore.ieee.org
This article proposes a systematic review of privacy in indoor positioning systems. The
selected 41 articles on location privacy preserving mechanisms employ non-inherently …