A systematic literature review on wearable health data publishing under differential privacy

Saifuzzaman, Munshi; Ananna, Tajkia Nuri; Chowdhury, Mohammad Jabed Morshed; Ferdous, Sadek; Chowdhury, Farida

doi:10.1007/s10207-021-00576-1

Cited by 14 publications

(4 citation statements)

References 54 publications

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“…Similarly, non-obtrusive surveillance, at the societal level, may be used to control crime by collecting data using open-source intelligence platforms (Bayerl & Akhgar, 2015) or by intelligence agencies collecting data using IoTs, tablets, mobile phones, social media etc. (Shores et al, 2022;Cayford & Pieters, 2018), to monitor national security by collecting data provided by 3rd party communication-service-providers (Thompson et al, 2020) or by analyzing behavioral patterns or activities on social media for prediction (Wolfowicz et al, 2021), to monitor health patterns using consumers' wearable devices (Saifuzzaman et al, 2022), to breach humanitarian data about illegal immigrants using their online IT systems (Vannini, 2019) etc.…”

Section: Analysis and Findingsmentioning

confidence: 99%

“…) focused on corporate level of private concerns as value (employee productivity, marketing, improved business decision making etc.) associated with collecting or sharing the data, and 15 of the studies (Saifuzzaman et al, 2022;Wolfowicz et al, 2021;Cayford & Pieters, 2018 etc. ); focused on societal level of privacy concerns as value (public health, national security, curbing crime etc.)…”

Section: Privacy As a Valuementioning

confidence: 99%

See 1 more Smart Citation

Conceal or Communicate? Organizational Notifications to Stakeholders Following Ransomware Attacks

Cram,

Chan,

Yuan

et al. 2024

Proceedings of the Annual Hawaii International Conference on System Sciences

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Researchers from numerous management, social sciences and psychological disciplines have attempted to investigate the phenomenon of surveillance and the way it influences privacy concerns among individuals. But no study has attempted to interpret the relationship between individuals' perception of surveillance technologies and the way they react and develop their privacy concerns. We conduct a review of 207 prominent IT journals within the Scopus databases to examine and interpret individuals' perception of different designs of surveillance technologies (non-obtrusive vs. obtrusive) and how such technologies influence privacy concern at individual, corporateand societal level. Our review suggests that both non-obtrusive (automatic) and obtrusive (self-input) surveillance are used at individual, corporate and societal level differentially. In the light of our findings, we identify research gaps, propose recommendations, and further opportunities for future research that will enrich academic discourse in IS and create value for corporate firms, government and policy makers.

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Section: Analysis and Findingsmentioning

confidence: 99%

Section: Privacy As a Valuementioning

confidence: 99%

Conceal or Communicate? Organizational Notifications to Stakeholders Following Ransomware Attacks

Cram,

Chan,

Yuan

et al. 2024

Proceedings of the Annual Hawaii International Conference on System Sciences

View full text Add to dashboard Cite

show abstract

“…Insufficient security knowledge among medical consumers [84] The concerned paper focuses on the importance of privacy and trust in the context of providing patients' health data and its protection with the implementation of proper legislation.…”

Section: Focusmentioning

confidence: 99%

Security and Privacy of Wearable Wireless Sensors in Healthcare: A Systematic Review

Kaur,

Shahrestani,

Ruan

2024

Comput. Networks Commun.

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Wearable Wireless Sensor Network (WWSN) devices are widely used in healthcare to monitor health data. However, when WWSN users transmit their data to healthcare professionals or third parties over wireless connections, they face privacy and security vulnerabilities. This paper aims to identify the unsolved privacy and security challenges in wearable sensor devices in healthcare, especially the aspects overlooked by previous research. The main research question is: What are the unsolved privacy and security challenges in wearable sensor devices in healthcare, and what are their implications for users and healthcare professionals? This systematic review employs specific keywords to search for relevant publications on bibliographic databases, including Google Scholar, Scopus, IEEE Xplore, and Web of Science. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) charts helped in screening and summarising the selected papers. The results highlight the critical areas that can make WWSNs vulnerable to security attacks. The findings examine the security and privacy issues of wearable sensor devices in cloud computing, fog computing, the Internet of Things (IoT) and the like. Many studies examine IoT due to its privacy and security challenges, especially regarding handling extensive data, using public channels, deploying advanced technologies, managing sharing policies alongside the growing number of wireless devices, and protecting data from hackers. These challenges seriously threaten the confidentiality, integrity, and availability of health data transmitted by WWSN users to healthcare professionals or third parties in cloud-based environments and IoT and are exacerbated by limited resources. The significant findings thereby focus on unresolved areas in IoT. This paper aims to safeguard against cyber-attacks on healthcare and increase users' adoption rate of WWSN devices.

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“…If such information is stolen, it can be used for illegal activities that could result in losses to the owner in the shape of mental disturbance or financial blackmailing. For brevity, a generic set of WBANS attacks, security requirements and measures have been given in Table 7 [ 131 , 132 , 133 , 134 ].…”

Section: Wban Technical Issuesmentioning

confidence: 99%

A Survey on Wireless Wearable Body Area Networks: A Perspective of Technology and Economy

Bhatti

Saleem

Imran

et al. 2022

Sensors

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The deployment of wearable or body-worn devices is increasing rapidly, and thus researchers’ interests mainly include technical and economical issues, such as networking, interoperability, security, power optimization, business growth and regulation. To address these issues properly, previous survey papers usually focused on describing the wireless body area network architecture and network protocols. This implies that deployment issues and awareness issues of wearable and BAN devices are not emphasized in previous work. To defeat this problem, in this study, we have focused on feasibility, limitations, and security concerns in wireless body area networks. In the aspect of the economy, we have focused on the compound annual growth rate of these devices in the global market, different regulations of wearable/wireless body area network devices in different regions and countries of the world and feasible research projects for wireless body area networks. In addition, this study focuses on the domain of devices that are equally important to physicians, sportsmen, trainers and coaches, computer scientists, engineers, and investors. The outcomes of this study relating to physicians, fitness trainers and coaches indicate that the use of these devices means they would be able to treat their clients in a more effective way. The study also converges the focus of businessmen on the Annual Growth Rate (CAGR) and provides manufacturers and vendors with information about different regulatory bodies that are monitoring and regulating WBAN devices. Therefore, by providing deployment issues in the aspects of technology and economy at the same time, we believe that this survey can serve as a preliminary material that will lead to more advancements and improvements in deployment in the area of wearable wireless body area networks. Finally, we present open issues and further research direction in the area of wireless body area networks.

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A systematic literature review on wearable health data publishing under differential privacy

Cited by 14 publications

References 54 publications

Conceal or Communicate? Organizational Notifications to Stakeholders Following Ransomware Attacks

Conceal or Communicate? Organizational Notifications to Stakeholders Following Ransomware Attacks

Security and Privacy of Wearable Wireless Sensors in Healthcare: A Systematic Review

A Survey on Wireless Wearable Body Area Networks: A Perspective of Technology and Economy

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