Nir Pillar

Universal and transferable attacks on pathology foundation models using microscopic perturbations

2026 · Light Science & Applications

The advent of foundation models initiated a paradigm shift in pathology and optical microscopy. However, these powerful systems also introduce vulnerabilities, making them susceptible to adversarial attacks. To shed light on these potential threats, here …