In today's virtual landscape, cyber threats pose a constant and evolving risk. These insidious violations can target individuals, organizations, and even nations, causing widespread harm. From malware to social engineering, cybercriminals employ a variety of sophisticated tactics to exploit vulnerabilities and steal sensitive assets. Consequently