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 …
X Wang, D Zhang, X Su, W Li - Security and Communication …, 2017 - Wiley Online Library
In recent years, Android malware has continued to grow at an alarming rate. More recent malicious apps' employing highly sophisticated detection avoidance techniques makes the …
L Cai, Y Li, Z Xiong - Computers & Security, 2021 - Elsevier
Android malware detection is an important problem that must be urgently studied and solved. Machine learning-based methods first extract features from applications and then …
W Fang, J He, W Li, X Lan, Y Chen, T Li… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Android malware and its variants are a major challenge for mobile platforms. However, there are two main problems in the existing detection methods:) The detection method lacks the …
H Bakır, R Bakır - Computers and Electrical Engineering, 2023 - Elsevier
Android Malware detection became a hot topic over the last several years. Although considerable studies have been conducted utilizing machine learning-based methods, little …
With the developments in mobile and wireless technology, mobile devices have become an important part of our lives. While Android is the leading operating system in market share, it …
J Yang, Z Zhang, H Zhang, JW Fan - Plos one, 2022 - journals.plos.org
The rapid growth of malware has become a serious problem that threatens the security of the mobile ecosystem and needs to be studied and resolved. Android is the main target of …
MS Rana, C Gudla, AH Sung - Proceedings of the 2018 VII International …, 2018 - dl.acm.org
Android is the most popular mobile operating system having billions of active users worldwide that attracted advertisers, hackers, and cybercriminals to develop malware for …