In recent years, the cybersecurity landscape has witnessed a rapid evolution of malicious tactics, and fileless malware has emerged as a prominent weapon in the arsenal of cybercriminals. By leveraging legitimate tools and processes present on targeted systems, fileless malware bypasses traditional security measures, leaving security professionals scrambling to find effective countermeasures.