The increasing reliance on sandbox environments for malware analysis has led to a corresponding rise in sophisticated evasion tactics by cybercriminals. As organizations adopt sandboxing solutions to identify and mitigate threats, less capable sandboxes often struggle with false negatives, costing businesses millions of dollars annually. One prevalent evasion technique employed