Mobile phones have become an essential component of modern digital life. Smartphones are used for communication, online banking, social networking, cloud storage, business communication, and authentication services. As a result, mobile devices now store large amounts of sensitive personal and organizational information. This increased reliance has also made smartphones a major target for cyber attackers.