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Abstract
Digital health services increasingly rely on devices and workflows that remain connected for extended periods, including remote patient monitoring, clinical care pathways, and medical image transfer. In such settings, one-time authentication at onboarding provides limited assurance because risk can change during operation due to compromise, misconfiguration, or misuse. Frequent reauthentication can raise assurance, yet it can disrupt time-sensitive workflows and add overhead for constrained devices. This paper presents a concept for adaptive security management in healthcare based on continuous verification with auditable governance. Verification is enforced at the edge using a simple trust state that adapts to recent evidence and workflow context. A permissioned blockchain ledger records compact security events and policy actions for governance and audit, while clinical payloads such as patient data remain outside the ledger. We motivate the suitability of this approach for healthcare domain using teleradiology and field-oriented imaging scenarios, including mobile outreach, outbreak response that reduces physical contact, and emergency imaging where timely transfer and interpretation can support clinical decision-making. We contribute an implementation-oriented blueprint that includes an event model, audit queries, data minimization rules, and deployment considerations for regulated healthcare environments.
| Original language | English |
|---|---|
| Title of host publication | Digital Health and Wireless Solutions |
| Subtitle of host publication | Connected Digital Health: Digital Twins, Wearables, Wireless Systems, and Secure Architectures - 2nd Nordic Conference, NCDHWS 2026, Proceedings |
| Editors | Mariella Särestöniemi, Daljeet Singh, Erika Jarva, Jarmo Reponen |
| Publisher | Springer |
| Pages | 297-306 |
| Number of pages | 10 |
| ISBN (Print) | 9783032288288 |
| DOIs | |
| Publication status | Published - 2026 |
| MoE publication type | A4 Article in a conference publication |
| Event | 2nd Nordic Conference on Digital Health and Wireless Solutions, NCDHWS 2026 - Oulu, Finland Duration: 16 Jun 2026 → 17 Jun 2026 |
Publication series
| Series | Communications in Computer and Information Science |
|---|---|
| Volume | 3011 CCIS |
| ISSN | 1865-0929 |
Conference
| Conference | 2nd Nordic Conference on Digital Health and Wireless Solutions, NCDHWS 2026 |
|---|---|
| Country/Territory | Finland |
| City | Oulu |
| Period | 16/06/26 → 17/06/26 |
Funding
This research is supported by the Finnish Doctoral Program Network in Artificial Intelligence, AI-DOC (decision number VN/3137/2024-OKM-6), Business Finland projects under Tomohead (grant 8095/31/2022), SUNSET-6G (8682/31/2022), and Research Council of Finland funded projects 6G Flagship (369116) and Profi6 (336449).
Keywords
- adaptive security
- auditability
- continuous verification
- Digital health
- edge computing
- permissioned blockchain
- teleradiology
Fingerprint
Dive into the research topics of 'Auditable Continuous Verification for Adaptive Security in Healthcare'. Together they form a unique fingerprint.Projects
- 1 Finished
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SUNSET-6G : Sustainable Network Security Tech for 6G
Ahmad, I. (Manager), Porambage, P. (Participant), Suomalainen, J. (Participant), Rumesh, Y. (Participant), Singh, R. (Participant), Ahola, K. (Participant) & Malinen, J. (Participant)
1/01/23 → 31/12/25
Project: Business Finland project
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