Recent theoretical and practical studies have revealed that malware is one of the most
harmful threats to the digital world. Malware mitigation techniques have evolved over the …

Deep Learning (DL) is a disruptive technology that has changed the landscape of cyber
security research. Deep learning models have many advantages over traditional Machine …

The Android operating system has been the most popular for smartphones and tablets since
2012. This popularity has led to a rapid raise of Android malware in recent years. The …

Although malicious software (malware) has been around since the early days of computers,
the sophistication and innovation of malware has increased over the years. In particular, the …

Today's smartphones are a ubiquitous source of private and confidential data. At the same
time, smartphone users are plagued by carelessly programmed apps that leak important …

With the integration of mobile devices into daily life, smartphones are privy to increasing
amounts of sensitive information. Sophisticated mobile malware, particularly Android …

As Android has become increasingly popular, so has malware targeting it, thus motivating
the research community to propose different detection techniques. However, the constant …

Shake Them All is a popular" Wallpaper" application exceeding millions of downloads on
Google Play. At installation, this application is given permission to (1) access the Internet (for …

Context Static analysis exploits techniques that parse program source code or bytecode,
often traversing program paths to check some program properties. Static analysis …

We present DroidSafe, a static information flow analysis tool that reports potential leaks of
sensitive information in Android applications. DroidSafe combines a comprehensive …