Deep within networks, lie covert backdoors—silent vulnerabilities crafted to grant malicious actors unauthorized access. These nefarious entries, often undetectable from even the most sophisticated security measures, represent a grave threat to individual security. Unmasking these backdoors requires meticulous analysis and cutting-edge detection