Exposing Vulnerability Monoculture Through Systemic Adversarial Robustness

Leo Elmecker-Plakolm, Lukasz Szpruch, Avishek Joey Bose +1

Beneath the apparent diversity of foundation models lies an increasingly homogeneous technical stack of common training pipelines, distillation methods, and data. These shared algo…