Unearthing academic misconduct has become a complex challenge in the digital age. Institutions are increasingly relying on responsible hackers to detect instances of cheating through sophisticated tools. These skilled professionals infiltrate systems, simulating the actions of malicious actors to pinpoint vulnerabilities exploited by cheaters. Th