Cybersecurity threats are constantly evolving, with site infection posing a significant risk to individuals and organizations alike. Malicious actors often employ sophisticated techniques to infiltrate malware into seemingly harmless websites. This can result in a range of consequences, including data theft, system compromises, and financial damage