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