The CoE-DSC has completed a case study on the application of Artificial Intelligence (AI) Entity Resolution technology to link records across datasets without exposing the source data. In this case study, our participants Knights Analytics together with Roseman Labs tested the performance of their AI Entity Resolution technology combined with Multi-Party-Computation (MPC) – to improve financial crime detection by enabling banks to generate combined views on transaction patterns and the entities involved. The CoE-DSC presents the report with metrics showing that MPC combined with Entity Resolution limits data exposure while achieving solid performance in comparison with today’s practices. Lastly, the report considers potential implementations of this technology for other sectoral use cases.
Data Sharing Festival 2025 – Register now
On Tuesday 4th and Wednesday 5th of February 2025, the next edition of the Data Sharing Festival will take place. This year’s topic is ‘Next Level Dataspaces: Adopt, Scale and Roll-out’. Check the program, speakers, interactive breakout-sessions and register.
