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