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🧬 Our work on secure and trustworthy healthcare AI has been published in Nature Scientific Reports!

Our paper titled, “Secure yet fragile: adversarial vulnerabilities of federated vision–language models in medical AI”</span> examines federated Vision-Language Models for medical AI and demonstrates how adversarial perturbations introduced at one participating site can propagate through collaborative training and substantially degrade the shared model’s performance.


🔬 Read the Paper in Scientific Reports


📰 FAU Institute News: “Secure Yet Fragile: Privacy-Preserving Healthcare AI Remains Vulnerable to Cyberattacks”