In the realm of academia, maintaining intellectual honesty is paramount. As students delve deeper into their studies, the temptation to misappropriate another's work can be alluring. To combat this challenge, a plethora of copy detection tools have emerged, wielding sophisticated algorithms to examine submitted assignments against vast repositories