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Ph.D., D.Sc. Przemysław Biecek
Faculty of Mathematics and Information Science
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Red teamming AI foundation models. Foundation models (for language or image data) will play an increasingly important role in AI systems. They will also provide more and more opportunities for a diverse range of applications, often not foreseen at the model training stage. An in-depth analysis and diagnostics of foundation models will become crucial in ensuring the security of AI systems. Today, however, there are no good methods or tools to conduct such analysis and diagnostics. This research direction will create methods, processes and tools to support the search for vulnerabilities in AI systems using foundation models.

Information and Communication Technology