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Insight or Privacy? AI and Sensitive Data

UiB AI cooperates with NORA on a CuttingEdgeAI seminar on sensitive data. How can we balance the potential of maching learning with privacy?

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Artificial intelligence is challenging established boundaries for how sensitive data can be collected, analyzed, and used. In Norway and the EU, this development unfolds in the tension between innovation and the protection of fundamental rights. New data‑driven models make it possible to infer sensitive information—such as health, economic, or security‑related conditions—from publicly available data. How can AI be developed and deployed without undermining privacy, legal safeguards, and public trust? This seminar explores dilemmas related to data access, discrimination, accountability, and regulation at a time when both technology and legal frameworks are evolving rapidly.

The seminar will be streamed live and recorded; here is the link.

Program

0930: Registration and coffee

1000: Welcome by Dag Stenvoll, coordinator of UiB AI

Part 1: Theoretical perspective on AI and sensitive data

1005: Inge Jonassen, Professor and Head of Department at the Department for Informatics, UiB: AI on sensitive data - opportunities and challenges

1035: Håvard Raddum, Chief Research Scientist at Simula UiB: How to do Machine Learning on Encrypted Data

1055: Break with coffee

1115: Dumitru Roman, Senior Researcher at SINTEF Digital: Graph-based Synthetic Data Generation

Part 2: Examples from medicine, finance, military and research

1135: Tom Luk R Michoel, Professor at the Computational Biological Unit at the Department of Informatics, UiB: Opportunities and challenges for learning disease mechanisms and risk prediction models from population-based data

1155: Mihail Alexandru Teodosiu, Data Engineer Vipps MobilePay: A Payment’s Journey. Ethical AI on Sensitive Data

1215: Lunch

1300: Odd Erik Gundersen, Section Leader in the Norwegian Cyber Force and Associate Professor, NTNU: Military-grade data

1315: Christine Stansberg, Product lead SAFE, UiB IT division, co-lead NORTRE, UiB: NORTRE, the new national infrastructure for secure analysis of sensitive data

1330: Conversation with Inge Jonassen, Dumitru Roman, Håvard Raddum, Mihail Alexandru Teodosiu and Christine Stansberg, moderated by Michael Solvang, CEO of NORA

1410: Fruit and mingling (until about 1440)