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Gabriella Laatikainen

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Open access 2026

Cryptography-Enhanced Data Spaces: Secure Cross-Domain Data Sharing via IDS Connectors

An architecture implemented within the TRUSTEE platform that enables privacy-preserving computation on encrypted datasets hosted by IDS connectors and confirms the feasibility, interoperability, and practical applicability of the approach for enabling secure secondary use of data and privacy-preserving cross-domain ana...

Saneea Malik, Gabriella Laatikainen, Ilkka Niskanen et al. · 0 citations

Using Blockchain in Digitalizing Enterprise Legacy Systems: An Experience Report

It is found that the key conditions for making these blockchain-based solutions viable are attaining technological maturity and competences, ecosystem thinking and adequate governance of these ecosystems, and finally (3) achieving legal and regulatory predictability.

Taija Kolehmainen, Gabriella Laatikainen, Joni Kultanen et al. · 9 citations
#large language models Open access 2022

How modeling helps in developing self-sovereign identity governance framework: An experience report

This research presents a probabilistic approach that can be used to estimate the probability that a person’s identity will change over time based on the types of activities they perform online.

Maha Sroor, Nicky Hickman, Taija Kolehmainen et al. · 5 citations

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