Malware detection techniques based on signature extraction require security analysts to manually inspect samples to find evidences of malicious behavior. This time-consuming task …
The increasing diffusion of smart devices, along with the dynamism of the mobile applications ecosystem, are boosting the production of malware for the Android platform. So …
The number of malicious applications targeting the Android system has literally exploded in recent years. While the security community, well aware of this fact, has proposed several …
With Android being the most widespread mobile platform, protecting it against malicious applications is essential. Android users typically install applications from large remote …
W Wang, J Wei, S Zhang, X Luo - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Malware detection is an important and challenging issue in the Android ecosystem. Many approaches have been proposed to distinguish malicious applications from benign ones …
S Shakya, M Dave - arXiv preprint arXiv:2208.06130, 2022 - arxiv.org
With the increasing popularity of Android in the last decade, Android is popular among users as well as attackers. The vast number of android users grabs the attention of attackers on …
W Wang, C Ren, H Song, S Zhang… - Security and …, 2022 - Wiley Online Library
With the popularity of Android intelligent terminals, malicious applications targeting Android platform are growing rapidly. Therefore, efficient and accurate detection of Android malicious …
Static analysis relies on features extracted without executing code, while dynamic analysis extracts features based on code execution (or emulation). In general, static analysis is more …
S Bhandari, R Gupta, V Laxmi, MS Gaur… - Proceedings of the 8th …, 2015 - dl.acm.org
Android being the most popular open source mobile operating system, attracts a plethora of app developers. Millions of applications are developed for Android platform with a great …