Anthropic

Cyber toolkits for LLMs

Jun 13, 2025
Cyber toolkits for LLMs
SummaryAI, from the source post

This post details research into equipping LLMs with cyber toolkits like Incalmo, enabling them to plan and execute complex multistage cyber attacks. It demonstrates how these toolkits translate LLM thoughts into specific computer commands, leading to significant success rates in simulated network compromises. The research highlights the potential for LLMs to lower barriers to entry for cyber attacks and automate defensive workflows, while also noting the need for further research into actively defended networks and fine-tuning.

More from the AI Code Generation and Software Engineering Agents trail