Bidirectional long short-term memory classifier assist for intelligent ransomware detection in Android OS

A precise description of an invented, complementary method for android's system security is presented in this study. I have created such a system in order to provide casual smartphone users with a useful tool to prevent the ransomware type attacks. With the purpose of obtaining a satisfying outcome, I used BiLSTM and a optimizing algorithm NAdam. I managed to receive a system's accuracy up to over 93% therefore creating a prospectS of complementing the existing security system especially when it is not clear whether a certain application program is safe.