The cybersecurity landscape is rapidly changing, demanding innovative approaches to combat evolving threats. Ethical hacking, also known as penetration testing, plays a crucial role in identifying vulnerabilities before malicious actors can exploit them. Scripting languages like Python are widely used by ethical hackers due to their versatility and