The evolution of android malware and android analysis techniques

K Tam, A Feizollah, NB Anuar, R Salleh… - ACM Computing …, 2017 - dl.acm.org
With the integration of mobile devices into daily life, smartphones are privy to increasing
amounts of sensitive information. Sophisticated mobile malware, particularly Android …

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 …

Androzoo: Collecting millions of android apps for the research community

K Allix, TF Bissyandé, J Klein, Y Le Traon - Proceedings of the 13th …, 2016 - dl.acm.org
We present a growing collection of Android Applications collected from several sources,
including the official Google Play app market. Our dataset, AndroZoo, currently contains …

Amandroid: A precise and general inter-component data flow analysis framework for security vetting of android apps

F Wei, S Roy, X Ou, Robby - ACM Transactions on Privacy and Security …, 2018 - dl.acm.org
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 …

A systematic literature review of android malware detection using static analysis

Y Pan, X Ge, C Fang, Y Fan - Ieee Access, 2020 - ieeexplore.ieee.org
Android malware has been in an increasing trend in recent years due to the pervasiveness
of Android operating system. Android malware is installed and run on the smartphones …

Static analysis of android apps: A systematic literature review

L Li, TF Bissyandé, M Papadakis, S Rasthofer… - Information and …, 2017 - Elsevier
Context Static analysis exploits techniques that parse program source code or bytecode,
often traversing program paths to check some program properties. Static analysis …

Mobile malware attacks: Review, taxonomy & future directions

A Qamar, A Karim, V Chang - Future Generation Computer Systems, 2019 - Elsevier
A pervasive increase in the adoption rate of smartphones with Android OS is noted in recent
years. Android's popular and attractive environment not only captured the attention of users …

Automated testing of android apps: A systematic literature review

P Kong, L Li, J Gao, K Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Automated testing of Android apps is essential for app users, app developers, and market
maintainer communities alike. Given the widespread adoption of Android and the …

Deep learning for android malware defenses: a systematic literature review

Y Liu, C Tantithamthavorn, L Li, Y Liu - ACM Computing Surveys, 2022 - dl.acm.org
Malicious applications (particularly those targeting the Android platform) pose a serious
threat to developers and end-users. Numerous research efforts have been devoted to …

Androdialysis: Analysis of android intent effectiveness in malware detection

A Feizollah, NB Anuar, R Salleh, G Suarez-Tangil… - computers & …, 2017 - Elsevier
The wide popularity of Android systems has been accompanied by increase in the number
of malware targeting these systems. This is largely due to the open nature of the Android …