The world of mobile devices is incredibly popular, offering users a plethora of software to enhance their daily routines. However, this abundance also attracts malicious actors seeking to exploit vulnerabilities and compromise user information. Unmasking Android malware requires a comprehensive approach, encompassing both preventative measures and