Attributional Safety Failures in Large Language Models under Code-Mixed Perturbations

Somnath Banerjee, Pratyush Chatterjee, Shanu Kumar +4

While LLMs appear robustly safety-aligned in English, we uncover a catastrophic, overlooked weakness: attributional collapse under code-mixed perturbations. Our systematic evaluati…