Academic integrity hinges on the authenticity of research. Plagiarism, the wrongful appropriation of someone's work as one's own, is a serious violation that undermines the foundation of scholarly discipline. Detecting and removing plagiarism requires a multifaceted approach. Leveraging plagiarism