In today's rapidly evolving digital landscape, cybersecurity threats continue to grow in both sophistication and impact. Among these threats, zero day malware stands out as particularly dangerous because it exploits previously unknown vulnerabilities in software or hardware. These vulnerabilities, known as "zero day vulnerabilities," have not yet been patched by vendors, leaving systems completely exposed with no existing defenses. This creates a critical window of opportunity for attackers to compromise systems before security teams can respond.