In the realm of online competitions, the allure of an unfair advantage can tempt some individuals to engage in devious practices. These actions, often characterized as cheating, can range from using unauthorized software to subtly manipulating systems for personal gain. Thankfully, digital forensics has emerged as a powerful tool in the fight again