Android security: a survey of issues, malware penetration, and defenses
Smartphones have become pervasive due to the availability of office applications, Internet,
games, vehicle guidance using location-based services apart from conventional services …
games, vehicle guidance using location-based services apart from conventional services …
Static analysis of android apps: A systematic literature review
Context Static analysis exploits techniques that parse program source code or bytecode,
often traversing program paths to check some program properties. Static analysis …
often traversing program paths to check some program properties. Static analysis …
A multimodal deep learning method for android malware detection using various features
With the widespread use of smartphones, the number of malware has been increasing
exponentially. Among smart devices, android devices are the most targeted devices by …
exponentially. Among smart devices, android devices are the most targeted devices by …
Security analysis of emerging smart home applications
Recently, several competing smart home programming frameworks that support third party
app development have emerged. These frameworks provide tangible benefits to users, but …
app development have emerged. These frameworks provide tangible benefits to users, but …
Flowdroid: Precise context, flow, field, object-sensitive and lifecycle-aware taint analysis for android apps
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 …
time, smartphone users are plagued by carelessly programmed apps that leak important …
Amandroid: A precise and general inter-component data flow analysis framework for security vetting of android apps
We present a new approach to static analysis for security vetting of Android apps and a
general framework called Amandroid. Amandroid determines points-to information for all …
general framework called Amandroid. Amandroid determines points-to information for all …
Iccta: Detecting inter-component privacy leaks in android apps
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 …
Google Play. At installation, this application is given permission to (1) access the Internet (for …
Effective android malware detection with a hybrid model based on deep autoencoder and convolutional neural network
Android security incidents occurred frequently in recent years. To improve the accuracy and
efficiency of large-scale Android malware detection, in this work, we propose a hybrid model …
efficiency of large-scale Android malware detection, in this work, we propose a hybrid model …
Mamadroid: Detecting android malware by building markov chains of behavioral models (extended version)
As Android has become increasingly popular, so has malware targeting it, thus motivating
the research community to propose different detection techniques. However, the constant …
the research community to propose different detection techniques. However, the constant …
Reliable third-party library detection in android and its security applications
Third-party libraries on Android have been shown to be security and privacy hazards by
adding security vulnerabilities to their host apps or by misusing inherited access rights …
adding security vulnerabilities to their host apps or by misusing inherited access rights …