Android security assessment: A review, taxonomy and research gap study

S Garg, N Baliyan - Computers & Security, 2021 - Elsevier
Security threats are escalating exponentially posing a serious challenge to mobile platforms,
specifically Android. In recent years the number of attacks has not only increased but each …

Android malware detection based on multi-head squeeze-and-excitation residual network

H Zhu, W Gu, L Wang, Z Xu, VS Sheng - Expert Systems with Applications, 2023 - Elsevier
The popularity and flexibility of the Android platform makes it the primary target of malicious
attackers. The behaviors of malware, such as malicious charges and privacy theft, pose …

An analytical review of the source code models for exploit analysis

E Fedorchenko, E Novikova, A Fedorchenko… - Information, 2023 - mdpi.com
Currently, enhancing the efficiency of vulnerability detection and assessment remains
relevant. We investigate a new approach for the detection of vulnerabilities that can be used …

HamDroid: permission-based harmful android anti-malware detection using neural networks

S Seraj, S Khodambashi, M Pavlidis… - Neural Computing and …, 2022 - Springer
Android platforms are a popular target for attackers, while many users around the world are
victims of Android malwares threatening their private information. Numerous Android anti …

Obfuscation detection in android applications using deep learning

M Conti, P Vinod, A Vitella - Journal of Information Security and …, 2022 - Elsevier
Malware is often hidden in illegitimately cloned software. Android, with over two billions
active devices, is one of the most affected platforms because code cloning is quite simple …

DroidHook: a novel API-hook based Android malware dynamic analysis sandbox

Y Cui, Y Sun, Z Lin - Automated Software Engineering, 2023 - Springer
With the popularity of Android devices, mobile apps are prevalent in our daily life, making
them a target for attackers to steal private data and push advertisements. Dynamic analysis …

Dynamic Security Analysis on Android: A Systematic Literature Review

T Sutter, T Kehrer, M Rennhard, B Tellenbach… - IEEE …, 2024 - ieeexplore.ieee.org
Dynamic analysis is a technique that is used to fully understand the internals of a system at
runtime. On Android, dynamic security analysis involves real-time assessment and active …

[HTML][HTML] A survey and taxonomy of program analysis for IoT platforms

AA Hamza, IT Abdel-Halim, MA Sobh… - Ain Shams Engineering …, 2021 - Elsevier
Heterogeneity in the Internet of Things (IoT) environment is a critical issue for supporting
security and privacy. IoT environment has become an open invitation to hackers to control …

CFSBFDroid: Android Malware Detection Using CFS+ Best First Search‐Based Feature Selection

RM Sharma, CP Agrawal, V Kumar… - Mobile Information …, 2022 - Wiley Online Library
With the fast development of smartphone technology and mobile applications, the mobile
phone has become the most powerful tool to access the Internet and get various services …

MVDroid: an android malicious VPN detector using neural networks

S Seraj, S Khodambashi, M Pavlidis… - Neural Computing and …, 2023 - Springer
Abstract The majority of Virtual Private Networks (VPNs) fail when it comes to protecting our
privacy. If we are using a VPN to protect our online privacy, many of the well-known VPNs …