In the never-ending cat-and-mouse game of cybersecurity, every advancement in defense inevitably drives attackers to evolve their tactics, exploiting new gaps and vulnerabilities. From the early days of signature-based antivirus solutions in the 1980s to today’s sophisticated behavioral and machine learning-driven detection tools, the landscape of cyber defense has become increasingly complex and robust. Yet, despite this progress, attackers continue to find creative ways to bypass even the most