A survey of app store analysis for software engineering

W Martin, F Sarro, Y Jia, Y Zhang… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
App Store Analysis studies information about applications obtained from app stores. App
stores provide a wealth of information derived from users that would not exist had the …

A review on feature selection in mobile malware detection

A Feizollah, NB Anuar, R Salleh, AWA Wahab - Digital investigation, 2015 - Elsevier
The widespread use of mobile devices in comparison to personal computers has led to a
new era of information exchange. The purchase trends of personal computers have started …

A taxonomy and qualitative comparison of program analysis techniques for security assessment of android software

A Sadeghi, H Bagheri, J Garcia… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In parallel with the meteoric rise of mobile software, we are witnessing an alarming
escalation in the number and sophistication of the security threats targeted at mobile …

A feature selection technique based on rough set and improvised PSO algorithm (PSORS-FS) for permission based detection of Android malwares

A Bhattacharya, RT Goswami, K Mukherjee - International journal of …, 2019 - Springer
The set of permissions required by any Android app during installation time is considered as
the feature set which are used in permission based detection of Android malwares. Those …

Analysis of features selection and machine learning classifier in android malware detection

MZ Mas' ud, S Sahib, MF Abdollah… - 2014 International …, 2014 - ieeexplore.ieee.org
The proliferation of Android-based mobile devices and mobile applications in the market has
triggered the malware author to make the mobile devices as the next profitable target. With …

Experimental analysis of Android malware detection based on combinations of permissions and API-calls

AK Singh, CD Jaidhar, MAA Kumara - Journal of Computer Virology and …, 2019 - Springer
Android-based smartphones are gaining popularity, due to its cost efficiency and various
applications. These smartphones provide the full experience of a computing device to its …

Screening smartphone applications using malware family signatures

J Lee, S Lee, H Lee - computers & security, 2015 - Elsevier
The sharp increase in smartphone malware has become one of the most serious security
problems. Since the Android platform has taken the dominant position in smartphone …

DMDAM: data mining based detection of android malware

A Bhattacharya, RT Goswami - … of the first international conference on …, 2017 - Springer
Mobile malwares have been rising in scale as Android operating system enabled smart
phones are getting popularity around the world. To fight against this outburst of Android …

Comparative analysis of different feature ranking techniques in data mining-based android malware detection

A Bhattacharya, RT Goswami - … of the 5th International Conference on …, 2017 - Springer
Malwares have been rising in drastic extent as Android operating system enabled smart
phones and tablets getting popularity around the world in last couple of years. For efficient …

Enhancing the accuracy of static analysis for detecting sensitive data leakage in Android by using dynamic analysis

LH Tuan, NT Cam, VH Pham - Cluster Computing, 2019 - Springer
One approach of Android security is the analysis for detecting potential information leaks.
The current technical analyses (as static analysis, dynamic analysis, hybrid of static and …