In the ever-evolving landscape of academia, ensuring the authenticity of research is paramount. Plagiarism, the act of incorporating another's work as one's own, poses a grave threat to this fundamental principle. Drillbit, a advanced plagiarism detection platform, emerges as a effective solution to combat this pervasive issue. Employing state-of-