On the tracking of sensitive data and confidential executions

Nascimento, José Roberto; Nunes, José Bernardi S.; Falcão, Eduardo Lucena; Sampaio, Lilia; Brito, Andrey

doi:10.1145/3401025.3404097

Cited by 5 publications

(2 citation statements)

References 6 publications

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“…As already said, the proposed visions were more "institutions-oriented" and so focused on the possibility of connecting healthcare institutions to nimbly share EHR data, in a few cases including even medical mobile devices. Other visions focused on emergency management Tantidham et al [40], telemedicine in the case of Kordestani et al [41], and then other works as from Nascimiento et al [42] propose the tracking of data flows that may occur in the network.…”

Section: Related Workmentioning

confidence: 99%

Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages

Bigini

Lattanzi

2022

IEEE Access

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With the dramatic increase of the Internet of Medical Things devices, self and remote health data monitoring is consistently receiving more attention. However, medical devices are usually challenging to deploy due to privacy regulations, and they generally leverage a centralized third party. Enabling data sharing would enhance new medical studies, formulate new treatments, and deliver new digital health technologies. Solving the issue will have a triple impact: we will handle sensitive information easily, contribute to international medical advancements, and enable personalized care. A possible solution is to exploit decentralization distributing privacy concerns directly to users. Solutions enabling this vision are closely linked to Distributed Ledger Technologies. Through its characteristics of immutability and transparency, this technology would allow privacy-compliant solutions in contexts where privacy is the first need. This paper envisions the InterPlanetary Health Layer and related real-world implementations in the Internet of Medical Things domain. The main idea of the proposed solution is to handle sensitive data by preserving privacy and guaranteeing data availability. Specifically, users can build their private network, collaboratively authorize operations among their data and manage their privacy conditions without relying on a third party. The results of several stress tests conducted on a real case study confirmed the feasibility of the proposed solution, which shows good scalability and a modest impact on the application performance measured during the decentralized data access.

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Section: Related Workmentioning

confidence: 99%

Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages

Bigini

Lattanzi

2022

IEEE Access

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“…Similar idea on the usage of IPFS and Smart Contracts also belongs to other researchers [14] [24], with some exception [10] [23] which respectively uses IPFS, Blockchain and cloud technologies. On the other hand, others have focused mainly on monitoring practices, such as teleconsultation [9] or specific tracking-related problems such as organ transplantation [21] or more general health data [16]. Other works than look to the effective compliance of these systems with the healthcare sector [18], or the possibility of providing an identity to the participants anticipating a Health Digital Identity System.…”

Section: Related Workmentioning

confidence: 99%

Decentralising the Internet of Medical Things with Distributed Ledger Technologies and Off-Chain Storages: A Proof of Concept

Bigini

Freschi

Bogliolo

et al. 2021

Smart Objects and Technologies for Social Good

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The privacy issue limits the Internet of Medical Things. Medical information would enhance new medical studies, formulate new treatments, and deliver new digital health technologies. Solving the sharing issue will have a triple impact: handling sensitive information easily, contributing to international medical advancements, and enabling personalised care. A possible solution could be to decentralise the notion of privacy, distributing it directly to users. Solutions enabling this vision are closely linked to Distributed Ledger Technologies. This technology would allow privacy-compliant solutions in contexts where privacy is the first need through its characteristics of immutability and transparency. This work lays the foundations for a system that can provide adequate security in terms of privacy, allowing the sharing of information between participants. We introduce an Internet of Medical Things application use case called "Balance", networks of trusted peers to manage sensitive data access called "Halo", and eventually leverage Smart Contracts to safeguard third party rights over data. This architecture should enable the theoretical vision of privacy-based healthcare solutions running in a decentralised manner.

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Approaches of Data Analytics in Intelligent Medicare Utilizing IoT

Samanta

Banerjee

2021

Computationally Intensive Statistics for Intelligent IoT

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On the tracking of sensitive data and confidential executions

Cited by 5 publications

References 6 publications

Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages

Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages

Decentralising the Internet of Medical Things with Distributed Ledger Technologies and Off-Chain Storages: A Proof of Concept

Approaches of Data Analytics in Intelligent Medicare Utilizing IoT

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