S Acharya, U Rawat… - Security and …, 2022 - Wiley Online Library
The popularity and open‐source nature of Android devices have resulted in a dramatic growth of Android malware. Malware developers are also able to evade the detection …
J Kim, Y Ban, E Ko, H Cho, JH Yi - International Journal of Information …, 2022 - Springer
A lot of malicious applications appears every day, threatening numerous users. Therefore, a surge of studies have been conducted to protect users from newly emerging malware by …
W Song, X Li, S Afroz, D Garg, D Kuznetsov… - … of the 2022 ACM on Asia …, 2022 - dl.acm.org
Modern commercial antivirus systems increasingly rely on machine learning (ML) to keep up with the rampant inflation of new malware. However, it is well-known that machine learning …
S Yang, Y Wang, H Xu, F Xu, M Chen - Computers & Security, 2022 - Elsevier
Android malware detection is a serious issue for mobile security. Recent machine learning- based research could achieve high accuracy. However, there are far more unlabeled …
MA Albahar, MS ElSayed… - Computational Intelligence …, 2022 - Wiley Online Library
It is critical to successfully identify, mitigate, and fight against Android malware assaults, since Android malware has long been a significant threat to the security of Android …
As the smartphone market leader, Android has been a prominent target for malware attacks. The number of malicious applications (apps) identified for it has increased continually over …
M Conti, P Vinod, A Vitella - Journal of Information Security and …, 2022 - Elsevier
Malware is often hidden in illegitimately cloned software. Android, with over two billions active devices, is one of the most affected platforms because code cloning is quite simple …
X Deng, X Pei, S Tian, L Zhang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The advent of 5G brought new opportunities to leapfrog beyond current Industrial Internet of Things (IoT). However, the ever-growing IoT has also attracted adversaries to develop new …
ZH Qaisar, R Li - Multimedia Tools and Applications, 2022 - Springer
Android has a large number of users that are accumulating with each passing day. Security of the Android ecosystem is a major concern for these users with the provision of quality …