Android with its large market attracts malware developers. Malware developers employ
obfuscation techniques to bypass malware detection mechanisms. Existing systems cannot …

The structure-changing obfuscation has become an effective means for malware authors to
create malicious apps that can evade the machine learning-based detection systems …

Android malware poses a serious security threat to ordinary mobile users. However, the
obfuscation technology can generate malware variants, which can bypass existing detection …

Obfuscation is a method to hide coding strategies for security and privacy. Despite its
positive use, malware experts have also used this technique to develop malware …

With the large number of Android applications being released, reliable Android malware
classifier is required. In recent years, machine learning as well as deep learning have …

With the rise in popularity and usage of Android operating systems, malicious applications
are targeted by applying innovative ways and techniques. Today, malware becomes …

Abstract Number of smartphone users of android based devices is growing rapidly. Because
of the popularity of the android market malware attackers are focusing in this area for their …

Popularity and market share of Android operating system has given significant rise to
malicious apps targeting it. Traditional malware detection methods are obsolete as current …

With the large-scale adaptation of Android OS and ever-increasing contributions in the
Android application space, Android has become the number one target of malware writers …

The huge diffusion of malware in mobile platform is plaguing users. New malware
proliferates at a very fast pace: as a matter of fact, to evade the signature-based mechanism …