The dramatic increase in the number of malware poses a serious challenge to the Android
platform and makes it difficult for malware analysis. In this paper, we propose a novel …

Android receives major attention from security practitioners and researchers due to the influx
number of malicious applications. For the past twelve years, Android malicious applications …

Android is a free open-source operating system (OS), which allows an in-depth
understanding of its architecture. Therefore, many manufacturers are utilizing this OS to …

The unrivaled threat of android malware is the root cause of various security problems on
the internet. Although there are remarkable efforts in detection and classification of android …

In this paper we present LiM (" Less is More"), a malware classification framework that
leverages Federated Learning to detect and classify malicious apps in a privacy-respecting …

With the widespread popularity of Internet of Things (IoT) devices based on the Android
system, the amount of Android malware targeting IoT devices continues to increase, causing …

The growing Android malware is seriously threatening the privacy and property security of
Android users. However, the existing detection methods are often unable to maintain …

Despite the growing threat posed by Android malware, the research community is still
lacking a comprehensive view of common behaviors and trends exposed by malware …

Malware is a piece of software that was written with the intent of doing harm to data, devices,
or people. Since a number of new malware variants can be generated by reusing codes …

Despite the growing threat posed by the Android malware, the research community is still
lacking a comprehensive view of common behaviors and emerging trends in malware …