The widespread use of mobile devices in comparison to personal computers has led to a
new era of information exchange. The purchase trends of personal computers have started …

Context: In last decade, due to tremendous usage of smart phones it seems that these
gadgets became an essential necessity of day-to-day life. People are using new …

The Android smartphones are highly prone to spreading the malware due to intrinsic
feebleness that permits an application to access the internal resources when the user grants …

The wide popularity of Android systems has been accompanied by increase in the number
of malware targeting these systems. This is largely due to the open nature of the Android …

In parallel with the meteoric rise of mobile software, we are witnessing an alarming
escalation in the number and sophistication of the security threats targeted at mobile …

With the exponential growth of smartphone adoption, malware attacks on smartphones have
resulted in serious threats to users, especially those on popular platforms, such as Android …

The increasing proliferation of Androidbased devices, which currently dominate the market
with a staggering 72% global market share, has made them a prime target for attackers …

With the increasing popularity of Android smart-phones over the years, the number of
malware attacks on Android has also increased. Around 26 million malware samples were …

In this paper, a malware classification model has been proposed for detecting malware
samples in the Android environment. The proposed model is based on converting some files …

Long short-term memory recurrent neural network (LSTM-RNN) have witnessed as a
powerful approach for capturing long-range temporal dependencies in sequences of …