Context With the development of mobile apps, public concerns about security issues are
continually rising. From the user's perspective, it is crucial to be aware of the security issues …

The use of smart and connected devices, such as Android and Internet of Things (IoT) have
increased exponentially. In the last 10 years, mobiles and IoT devices have surpassed PC's …

Android provides native development kit through JNI for developing high-performance
applications (or simply apps). Although recent years have witnessed a considerable …

In this paper, we consider the relevance of timeline in the construction of datasets, to
highlight its impact on the performance of a machine learning-based malware detection …

Defining and accurately measuring generalization in generative models remains an ongoing
challenge and a topic of active research within the machine learning community. This is in …

With the development of science and technology, the popularity of smart phones has made
exponential growth in mobile phone application market. How to help users to select …

Android is the most preferred mobile operating system in the world. Applications are
available from both official application repositories and other application stores. For these …

The prosperity of mobile devices have been rapidly and drastically reforming the use pattern
and of user habits with computing devices. Android, the most popular mobile operating …

With the rapid growth of technology in recent years, we are surrounded by or even
dependent on the use of technological devices such as smartphones as they are now an …

The vast body of machine learning based Android malware detection research, reporting
high-performance metrics using a wide variety of proposed solutions, enables the logical …