3 papers
cs.CR2026
Honeyquest for LLMs: Rethinking Cyber Deception for AI Attackers
Kerri Prinos, Lilianne Brush, Cameron Denton
The empirical foundation of cyber deception relies on human-centered hypotheses, but the rapid emergence of autonomous, AI-enabled attackers challenges whether this foundation tran…
cs.CR2026
Closing the Sim-to-Real Gap: An Evaluation Framework for Autonomous Cyber Defense Configuration of Commercial EDR
Kerri Prinos, Lilianne Brush
Leading commercial endpoint detection and response (EDR) products have shifted from operator-configured rule sets to multi-component systems where autonomous AI components operate…
cs.AI2026
Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense
Kerri Prinos, Lilianne Brush, Cameron Denton +5
Agentic systems involved in high-stake decision-making under adversarial pressure need formal guarantees not offered by existing approaches. Motivated by the operational needs of s…