2 papers
cs.CR2026
Quantifying Frontier LLM Capabilities for Container Sandbox Escape
Rahul Marchand, Art O Cathain, Jerome Wynne +8
Large language models (LLMs) increasingly act as autonomous agents, using tools to execute code, read and write files, and access networks, creating novel security risks. To mitiga…
cs.AI2026
Measuring AI Agents' Progress on Multi-Step Cyber Attack Scenarios
Linus Folkerts, Will Payne, Simon Inman +11
We evaluate the autonomous cyber-attack capabilities of frontier AI models on two purpose-built cyber ranges-a 32-step corporate network attack and a 7-step industrial control syst…