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