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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Chen Frydman

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#large language models Book Open access Nov 2026

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...

Chen Frydman, Aviram Zilberman, Rubin Krief et al. · 0 citations

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