Unearthing academic misconduct has become a complex challenge in the digital age. Institutions are increasingly relying on white-hat hackers to expose website instances of cheating through sophisticated techniques. These skilled professionals access systems, simulating the actions of malicious actors to locate vulnerabilities exploited by cheaters.