Microscopic noise can fool multiple cancer pathology models, exposing a major clinical safety gap

MedicalXpress | Jun 01, 2026

The integration of AI into digital pathology through general-purpose foundation models promises to significantly enhance various tasks, such as cancer detection and subtyping. However, these powerful AI systems also introduce severe vulnerabilities, rendering them susceptible to adversarial attacks.