Guarding the Meaning: Self-Supervised Training for Semantic Robustness in Guard Models

Cristina Pinneri, Christos Louizos

Guard models are a critical component of LLM safety, but their sensitivity to superficial linguistic variations remains a key vulnerability. We show that even meaning-preserving pa…