Unearthing academic dishonesty has become a complex challenge in the digital age. Institutions are increasingly relying on white-hat hackers to detect instances of cheating through sophisticated methods. These skilled professionals access systems, mimicking the actions of malicious hacker for hire actors to locate vulnerabilities exploited by cheat