Unearthing academic fraud has become a complex challenge in the digital age. Institutions are increasingly relying on white-hat hackers to uncover instances of cheating through sophisticated methods. These skilled professionals penetrate systems, simulating the actions of malicious actors to locate vulnerabilities exploited by cheaters. Their inv