Academic integrity relies on the validity of research. Plagiarism, the unauthorised borrowing of someone's work as one's own, is a serious offense that undermines the foundation of scholarly endeavor. Detecting and eliminating plagiarism requires a multifaceted approach. Leveraging plagiarism detection software can uncover instances of plagiarise