In the ever-evolving landscape of scholarly pursuits, ensuring academic integrity is paramount. Plagiarism, the act of incorporating another's work as one's own, poses a grave threat to this fundamental principle. Drillbit, a sophisticated plagiarism detection system, emerges as a robust solution to combat this pervasive issue. Employing sophistic