Since Android is the most widespread operating system, malware targeting it poses a severe threat to the security and privacy of millions of users and is increasing from year to year. The …
L Wang, H Wang, R He, R Tao, G Meng… - Proceedings of the ACM …, 2022 - dl.acm.org
Mobile malware detection has attracted massive research effort in our community. A reliable and up-to-date malware dataset is critical to evaluate the effectiveness of malware detection …
H Huang, C Zheng, J Zeng, W Zhou… - … Transactions on Big …, 2018 - ieeexplore.ieee.org
With the steady growth of Android malware, we suspect that, during the malware development phase, some Android malware writers use the popular public scanning …
F Wei, Y Li, S Roy, X Ou, W Zhou - … , DIMVA 2017, Bonn, Germany, July 6-7 …, 2017 - Springer
To build effective malware analysis techniques and to evaluate new detection tools, up-to- date datasets reflecting the current Android malware landscape are essential. For such …
H Wang, J Si, H Li, Y Guo - 2019 IEEE/ACM 16th international …, 2019 - ieeexplore.ieee.org
A large number of research studies have been focused on detecting Android malware in recent years. As a result, a reliable and large-scale malware dataset is essential to build …
H Cai - arXiv preprint arXiv:1807.08221, 2018 - arxiv.org
Machine learning-based malware detection dominates current security defense approaches for Android apps. However, due to the evolution of Android platforms and malware, existing …
This thesis provides a detailed in-depth analysis of Android malware samples that bypassed detection by the Google Play app store and penetrated the official Android market between …
In the arms race of attackers and defenders, the defense is usually more challenging than the attack due to the unpredicted vulnerabilities and newly emerging attacks every day …
Android has grown to be the most popular mobile operating system since its release in 2008. Due to its openness and ease of use, it attracts thousands of vendors and developers …