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 techniques. These skilled professionals access systems, mimicking the actions of malicious actors to identify vulnerabilities exploited by cheaters. Their i