Ashley Song

Improving Accuracy and Consistency in Real-World Cybersecurity AI Systems via Test-Time Compute (video, pdf)

Speaker: Ashley Song

Author(s): Ashley Song; Hsin Chen; Shawn Davis; Dhruv Nandakumar

Abstract: This study evaluates Test-Time Compute for improving the accuracy and consistency of real-world cybersecurity agentic systems, specifically a container vulnerability analysis agent and a server alert triage agent.