Uday Kumar Reddy Kattamanchi

A zero-shot LLM can match the classification accuracy of a supervised ML classifier in cryogenic fault diagnosis with just six labeled demonstrations, revolutionizing how we approach fault detection in quantum computing.

Out-of-band defenses can dramatically reduce prompt injection attack success, but their effectiveness against adaptive threats remains untested.