In today's interconnected world, understanding network security is paramount. A skilled cybersecurity professional possesses the ability to not only defend against attacks but also proactively identify vulnerabilities before they can be exploited. This article explores how a combination of Python scripting, artificial intelligence (AI) algorithms,