A review of android malware detection approaches based on machine learning

K Liu, S Xu, G Xu, M Zhang, D Sun, H Liu - IEEE access, 2020 - ieeexplore.ieee.org
Android applications are developing rapidly across the mobile ecosystem, but Android
malware is also emerging in an endless stream. Many researchers have studied the …

[HTML][HTML] Advances in sensor technologies in the era of smart factory and industry 4.0

T Kalsoom, N Ramzan, S Ahmed, M Ur-Rehman - Sensors, 2020 - mdpi.com
The evolution of intelligent manufacturing has had a profound and lasting effect on the future
of global manufacturing. Industry 4.0 based smart factories merge physical and cyber …

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 …

[HTML][HTML] Impact of IOT on Manufacturing Industry 4.0: A new triangular systematic review

T Kalsoom, S Ahmed, PM Rafi-ul-Shan, M Azmat… - Sustainability, 2021 - mdpi.com
The Internet of Things (IoT) has realised the fourth industrial revolution concept; however, its
applications in the manufacturing industry are relatively sparse and primarily investigated …

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 …

Systematic classification of side-channel attacks: A case study for mobile devices

R Spreitzer, V Moonsamy, T Korak… - … surveys & tutorials, 2017 - ieeexplore.ieee.org
Side-channel attacks on mobile devices have gained increasing attention since their
introduction in 2007. While traditional side-channel attacks, such as power analysis attacks …

Tight arms race: Overview of current malware threats and trends in their detection

L Caviglione, M Choraś, I Corona, A Janicki… - IEEE …, 2020 - ieeexplore.ieee.org
Cyber attacks are currently blooming, as the attackers reap significant profits from them and
face a limited risk when compared to committing the “classical” crimes. One of the major …

A survey of android application and malware hardening

V Sihag, M Vardhan, P Singh - Computer Science Review, 2021 - Elsevier
In the age of increasing mobile and smart connectivity, malware poses an ever evolving
threat to individuals, societies and nations. Anti-malware companies are often the first and …

SEDMDroid: An enhanced stacking ensemble framework for Android malware detection

H Zhu, Y Li, R Li, J Li, Z You… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The popularity of the Android platform in smartphones and other Internet-of-Things devices
has resulted in the explosive of malware attacks against it. Malware presents a serious …

A survey on dynamic mobile malware detection

P Yan, Z Yan - Software Quality Journal, 2018 - Springer
The outstanding advances of mobile devices stimulate their wide usage. Since mobile
devices are coupled with third-party applications, lots of security and privacy problems are …