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This thesis examines the scope and practical functioning of the EU legal framework governing the use of image datasets for the training of generative artificial intelligence (GenAI) models, with particular focus on copyright law, and its interaction with privacy, and personality rights. The rapid development of GenAI systems capable of generating high-quality images has intensified legal uncertain
