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...