Deep within systems, here lie masked backdoors—silent vulnerabilities crafted to grant malicious actors unauthorized access. These devious entries, often disguised from even the most seasoned security measures, represent a serious threat to national security. Unmasking these backdoors requires meticulous analysis and advanced detection techniques