Academic integrity relies on the validity of research. Plagiarism, the unauthorised appropriation of another person's work as one's own, is a serious violation that threatens the foundation of scholarly endeavor. Detecting and eradicating plagiarism requires a comprehensive approach. Leveraging plagiarism detection software can identify instances