Academic integrity hinges on the authenticity of research. Plagiarism, the wrongful use of an individual's work as one's own, is a serious breach that threatens the foundation of scholarly pursuit. Detecting and eliminating plagiarism requires a multifaceted approach. Leveraging plagiarism detecti