Secure Code Faster at Lower Cost for Ground and Space Systems: Techniques for High-Accuracy Static-Analysis Adjudication using LLMs

On Tuesday, February 24, 2026, Will Klieber and Lori Flynn presented “Secure Code Faster at Lower Cost for Ground and Space Systems: Techniques for High-Accuracy Static-Analysis Adjudication using LLMs” at the Ground System Architectures Workshop (https://gsaw.org/). The presentation was accepted through review based on a submitted abstract.

In their session, Klieber and Flynn discussed work developed in the Line-funded research project “Using LLMs to Adjudicate Static-Analysis Results” which involved using large language models (LLMs) to adjudicate static analysis alerts to enable more complete alert adjudication, reducing unknown risk and improving software security.