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