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Abstract(s)
The increasing demand for innovative healthcare systems and efficient information
management has pushed institutions and private consortia to explore decentralized
solutions to safeguard patients’ sensitive information. These solutions aim to enhance
privacy and allow controlled access to specific entities requesting patient data. One
of the key technologies explored to address these challenges is blockchain, which
offers a decentralized, secure, and user-centric approach to managing digital health
information.
The major problem this work addresses, revolves around two critical aspects:
identity management and access management. In traditional healthcare systems,
the risk of identity exploits, personification, and linking patient data to identifiable
individuals through mining algorithms poses a significant threat to patient privacy.
Data mining techniques can aggregate and correlate health records with specific
patients, even without direct identifiers, leading to breaches in privacy and unauthorized
disclosure of patient information. The goal of this work is to develop a
system that prevents such identity exploitation, ensuring that the identity behind
the patient cannot be discovered nor connected to their health data.
On the access management side, the challenge is ensuring that patients have
full control over their health data. The system must allow patients to securely
grant or revoke access to their data, while ensuring that even sophisticated mining
algorithms cannot infer the ownership or identity behind the data, nor decrypt it
without explicit authorization. This ensures that patient data remains private and
secure, accessible only by authorized healthcare providers, and that no unauthorized
third party can exploit the data for research or other purposes without consent.
The objective of this work is to develop a decentralized and privacy-preserving
system for managing patient data, enabling secure sharing of information between
patients and healthcare providers. This system leverages blockchain technology,
smart contracts, and Zero-Knowledge Proofs to ensure that patients maintain full
control over their data while preventing unauthorized data aggregation, analysis, or
decryption.
To achieve these goals, this work involved the study of existing blockchainbased
solutions, evaluating their feasibility for healthcare data management. Three potential approaches were considered for managing identity and resources. After
thorough analysis, Zero-Knowledge Proofs were selected as the most suitable solution
due to their ability to provide privacy-preserving mechanisms without revealing
sensitive information. The implementation of the solution was followed by rigorous
testing and validation to ensure its functional accuracy and alignment with privacy
objectives.
The results of this work demonstrate a proof-of-concept implementation that
successfully integrates blockchain technology with Zero-Knowledge Proofs, allowing
secure, patient-controlled data access while protecting against unauthorized data
mining and ensuring the privacy of the patient’s identity. Central to this solution
is the development of a "Data Sharing Agreement," which addresses the access
management issue by enabling patients to selectively grant healthcare providers
access to their medical data. Further studies are encouraged to integrate this solution
into real-world healthcare systems, addressing scalability and operational challenges.
Description
Keywords
Blockchain Privacy Data sharing agreements Zero-knowledge proofs Electronic medical records
Citation
Publisher
CC License
Without CC licence