Academic integrity relies on the authenticity of research. Plagiarism, the unauthorised use of another person's work as one's own, is a serious offense that jeopardizes the foundation of scholarly endeavor. Detecting and removing plagiarism requires a comprehensive approach. Leveraging plagiarism detection software can reveal instances of stolen