Malware detection approach for android systems using system call logs

S Chaba, R Kumar, R Pant, M Dave - arXiv preprint arXiv:1709.08805, 2017 - arxiv.org
Static detection technologies based on signature-based approaches that are widely used in
Android platform to detect malicious applications. It can accurately detect malware by …

Visualizing the outcome of dynamic analysis of Android malware with VizMal

A De Lorenzo, F Martinelli, E Medvet… - Journal of Information …, 2020 - Elsevier
Malware detection techniques based on signature extraction require security analysts to
manually inspect samples to find evidences of malicious behavior. This time-consuming task …

Detecting android malware using sequences of system calls

G Canfora, E Medvet, F Mercaldo… - Proceedings of the 3rd …, 2015 - dl.acm.org
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 …

Structural detection of android malware using embedded call graphs

H Gascon, F Yamaguchi, D Arp, K Rieck - … of the 2013 ACM workshop on …, 2013 - dl.acm.org
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 …

Evaluation of android malware detection based on system calls

M Dimjašević, S Atzeni, I Ugrina… - Proceedings of the 2016 …, 2016 - dl.acm.org
With Android being the most widespread mobile platform, protecting it against malicious
applications is essential. Android users typically install applications from large remote …

LSCDroid: Malware detection based on local sensitive API invocation sequences

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 …

Analysis, detection, and classification of android malware using system calls

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 …

Fgl_droid: an efficient android malware detection method based on hybrid analysis

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 and dynamic analysis for android malware detection

A Kapratwar - 2016 - scholarworks.sjsu.edu
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 …

DRACO: DRoid analyst combo an android malware analysis framework

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 …