The contribution explores how the European model on artificial intelligence addresses the relationship between risk analysis and management of automated systems and its impact on the vulnerability factors that the use of certain deceptive techniques determines or increases. The article draws some reflections on the European model that illustrates how risk assessment and management are logically related to data governance choices. Some data governance choices can lead to mitigation of the risk by combining market needs with an anthropocentric approach. As a result of general considerations on the European approach to artificial intelligence systems, the contribution offers the analysis of a case related to the interoperability of European information systems for purposes of security, migration and European border control, focusing on the impact that these systems have on the real life of third country nationals.
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