Academic integrity hinges on the authenticity of research. Plagiarism, the unauthorised use of someone's work as one's own, is a serious breach that threatens the foundation of scholarly pursuit. Detecting and removing plagiarism requires a multifaceted approach. Employing plagiarism detection sof