Academic integrity depends on the validity of research. Plagiarism, the unauthorised use of an individual's work as one's own, is a serious violation that undermines the foundation of scholarly pursuit. Detecting and eradicating plagiarism requires a thorough approach. Leveraging plagiarism detect