The volume of unsolicited messages continues to grow, presenting a major challenge for users worldwide. This flood of irrelevant content often features malicious URLs and attempts at fraud, aiming to obtain valuable details or distribute viruses. Understanding about the newest techniques used by spammers is essential to protecting yourself and webs