Mobile device manufacturers are rapidly producing miscellaneous Android versions
worldwide. Simultaneously, cyber criminals are executing malicious actions, such as …

Malware attacks on the Android platform are rapidly increasing due to the high consumer
adoption of Android smartphones. Advanced technologies have motivated cyber-criminals to …

Android is one of the smartest and advanced operating systems in the mobile phone market
in the current era. The number of smartphone users based on the Android platform is rising …

Android platform due to open source characteristic and Google backing has the largest
global market share. Being the world's most popular operating system, it has drawn the …

With the rise in popularity and its open system architecture, Android has become vulnerable
to malicious attacks. There are several malware detection approaches available to fortify the …

Since the discovery that machine learning can be used to effectively detect Android
malware, many studies on machine learning-based malware detection techniques have …

Android is a most popular mobile-based operating system with billions of active users, which
has encouraged hackers and cyber-criminals to push the malware into this operating …

Data pre-processing is critical for handling classification issues in the field of machine
learning and model identification. The processing of big data sets increases the computer …

With the increase in the popularity of mobile devices, malicious applications targeting
Android platform have greatly increased. Malware is coded so prudently that it has become …

As the use of smartphones increases, Android, as a Linux-based open source mobile
operating system (OS), has become the most popular mobile OS in time. Due to the …