Unearthing academic dishonesty has become a complex challenge in the digital age. Institutions are increasingly relying on white-hat hackers to uncover instances of cheating through sophisticated tools. These skilled professionals access systems, mimicking the actions of malicious actors to pinpoint vulnerabilities exploited by cheaters. Their in