Rubin Krief

Capability Generalization in Privileged-Execution LLM Agents: A Catalog of Unanticipated Behaviors During Autonomous Network Defense

Large language models are increasingly proposed as autonomous network-defense agents, which requires privileged command execution not scoped to their stated objective. Evaluating a multi-agent LLM framework that proposes, implements, and validates mitigations against replayed adversary emulation, we observed agents exc...