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Mateusz Sucharski

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#small language model Review Open access Oct 2026

FROM PIXELS TO PROMPTS: A STRUCTURED NARRATIVE REVIEW OF SECURITY, PRIVACY, AND ADVERSARIAL ROBUSTNESS IN HEALTHCARE AI

Artificial intelligence (AI) is increasingly used in healthcare, where evaluations usually ask whether a system is accurate on ordinary clinical data. This review asks instead what can happen when someone deliberately changes the data, instructions, or training to make a system fail, behave in hidden ways, or reveal co...

Patryk Sielaff, Artur Brudek, Adrian Nowakowski et al. · 0 citations

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