Systems | Information | Learning | Optimization
 

SILO: Towards Secure Large Language Models: From Model to System

Abstract: We are witnessing a paradigm shift in AI, transitioning from deep learning models to the era of  Large Language Models (LLMs). This shift signifies a transformative advancement in AI, enabling it to be applied to diverse real-world safety-critical applications.   Despite these impressive achievements, a fundamental question remains: are …