Unearthing academic fraud has become a complex challenge in the digital age. Institutions are increasingly relying on responsible hackers to detect instances of cheating through sophisticated methods. These skilled professionals penetrate systems, mimicking the actions of malicious actors to identify vulnerabilities exploited by cheaters. Their i