Unearthing academic dishonesty has become a complex challenge in the digital age. Institutions are increasingly relying on ethical hackers to expose instances of cheating through sophisticated techniques. These skilled professionals infiltrate systems, mimicking the actions of malicious actors to locate vulnerabilities exploited by cheaters. Thei