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Abstract
With ever increasing amounts of travel, it is essential to have access to a patient’s medical data from different sources including many jurisdictions. The Serums project addresses this goal by creating a healthcare sharing system that places privacy and security aspects at the center. This raises significant challenges to both maintain privacy and security of medical data and to allow for sharing and access. To address these strict requirements the Serums system design is supported by formal methods where design decisions are modelled and checked to meet safety and security properties. We report an experience in support of the system design with formal modelling with the Uppaal tool and analysis with exhaustive and statistical model checking. Results show that statistical model checking being a simulation-based technique can significantly improve feasibility of analysis while providing support for design decisions to ensure privacy and security.
Original language | English |
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Title of host publication | From data to models and back |
Subtitle of host publication | 10th international symposium, DataMod 2021 virtual event, December 6–7, 2021 revised selected papers |
Editors | Juliana Bowles, Giovanna Broccia, Roberto Pellungrini |
Place of Publication | Cham |
Publisher | Springer Science and Business Media |
Pages | 44–60 |
Number of pages | 17 |
ISBN (Electronic) | 9783031160110 |
ISBN (Print) | 9783031160103 |
DOIs | |
Publication status | Published - 7 Dec 2022 |
Event | 10th International Symposium DataMod 2021 - Online Duration: 6 Dec 2021 → 7 Dec 2021 https://datamod2021.github.io/ |
Publication series
Name | Lecture notes in computer science |
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Volume | 13268 |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Conference
Conference | 10th International Symposium DataMod 2021 |
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Period | 6/12/21 → 7/12/21 |
Internet address |
Keywords
- Data sharing
- Design verification
- Formal modelling
- Healthcare
- Privacy
- Security
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