In the intricate landscape of cybersecurity, Digital Forensics and Incident Response (DFIR) stand as the sentinels guarding against the onslaught of digital threats. It involves a multifaceted approach to identifying, mitigating, and recovering from cybersecurity incidents . In the physical world, the aftermath of a crime scene always yields vital clues that can unravel the mystery behind a perpetrator’s actions. Similarly, in the digital realm, DFIR specialists comb through vast floods of data, analyzing log files, network traffic, and system artifacts to reconstruct the sequence of events…