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 …
H Bai, N Xie, X Di, Q Ye - IEEE Access, 2020 - ieeexplore.ieee.org
With Android's dominant position within the current smartphone OS, increasing number of malware applications pose a great threat to user privacy and security. Classification …
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 …
Nowadays, with the increasing usage of Android devices in daily life activities, malware has been increasing rapidly, putting peoples' security and privacy at risk. To mitigate this threat …
Android malware detection serves as the front line against malicious apps. With the rapid advancement of machine learning (ML), ML-based Android malware detection has attracted …
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 …
The increasing use of android, its openness and lack of security checks have led to an alarming increase in malware applications. The traditional signature-based detection …
A Kumar, V Agarwal, SK Shandilya… - … Conference on Big …, 2019 - ieeexplore.ieee.org
Android malware has become the topmost threat for ubiquitous and useful Android eco- system. Multiple solutions leveraging big data and machine learning capabilities to detect …
The academic security research community has studied the Android malware detection problem extensively. Machine learning methods proposed in previous work typically achieve …