Deep within networks, lie masked backdoors—silent vulnerabilities engineered to grant malicious actors secret access. These nefarious entries, often disguised from even the most expert security measures, represent a imminent threat to national security. Unmasking these backdoors requires thorough analysis and cutting-edge detection techniques to