In the ever-evolving landscape of cybersecurity, ethical hacking emerges as a critical tool for identifying security weaknesses before malicious actors can exploit them. Ethical hackers, also known as penetration testers, harness their technical expertise to replicate real-world attacks, evaluating systems and networks for vulnerabilities. Through