Amy Villaseor
1 indexed paper
Recent (6 mo)
1With code
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126
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AI×1Crypto×1Systems and Control×1
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Research Timeline
2026
Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense
The paper proposes a tool-mediated LLM architecture for autonomous cyber defense, formally proving its stability and demonstrating that it significantly reduces an attacker's expected payoff in real-world attack graph simulations.
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Papers
cs.AIcs.CReess.SYRecentMay 4, 2026
Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense
Kerri Prinos, Lilianne Brush, Cameron Denton, Zhanqi Wang +4 more
The paper proposes a tool-mediated LLM architecture for autonomous cyber defense, formally proving its stability and demonstrating that it significantly reduces an attacker's expected payoff in real-w…
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