
Port scanning in 2025: Nmap and AI — how to integrate them securely and operationally
In 2025, port scanning remains a key activity for both Red Teams (reconnaissance, discovery, fingerprinting) and Blue Teams (monitoring and proactive defense). But the latest development is the arrival of Large Language Models (LLMs), integrated directly into the technical workflow. One of the most interesting examples is LLM-Tools-Nmap , presented by Hackers Arise , which allows you to drive Nmap via natural language instructions . In practice, the template translates the request (“scan the most common web ports on this /24 at a moderate speed and output to XML”) into a correct and safe Nmap command, including timing options, NSE scripts, and










