The rapid rise of generative artificial intelligence (GenAI) has transformed higher education, reshaping how students learn, how faculty assess, and how institutions uphold academic integrity. This chapter examines the complex interplay between GenAI adoption, evolving forms of academic misconduct, and the limitations of traditional integrity frameworks. While GenAI enhances creativity, feedback, accessibility, and instructional efficiency, it also enables new violations such as invisible author