In the rapidly evolving landscape of cryptocurrencies, security stands as a paramount concern. Cybercriminals constantly engineer sophisticated attacks aimed at stealing valuable copyright assets. To combat these threats, the field of ethical hacking has emerged as an essential component of robust c