RASA: Routing-Aware Safety Alignment for Mixture-of-Experts Models

1. 1Identify sparse routing mechanisms in MoE models that can lead to degenerate optimization behaviors
2. 2Apply routing-aware safety alignment to address these behaviors
3. 3Evaluate the effectiveness of RASA in reducing attack success rates and improving model safety

ML researchers and engineers working with Mixture-of-Experts models can benefit from RASA to improve safety alignment and prevent degenerate optimization behaviors

💡 RASA addresses degenerate optimization behaviors in MoE models by introducing routing-aware safety alignment

🚨 RASA: a new approach to safety alignment for Mixture-of-Experts models 🚨