A survey and evaluation of android-based malware evasion techniques and detection frameworks

P Faruki, R Bhan, V Jain, S Bhatia, N El Madhoun… - Information, 2023‏ - mdpi.com
Android platform security is an active area of research where malware detection techniques
continuously evolve to identify novel malware and improve the timely and accurate detection …

Comprehensive review and analysis of anti-malware apps for smartphones

M Talal, AA Zaidan, BB Zaidan, OS Albahri… - Telecommunication …, 2019‏ - Springer
The new and disruptive technologies for ensuring smartphone security are very limited and
largely scattered. The available options and gaps in this research area must be analysed to …

A survey on automated dynamic malware analysis evasion and counter-evasion: Pc, mobile, and web

A Bulazel, B Yener - Proceedings of the 1st Reversing and Offensive …, 2017‏ - dl.acm.org
Automated dynamic malware analysis systems are important in combating the proliferation
of modern malware. Unfortunately, malware can often easily detect and evade these …

The rise of obfuscated Android malware and impacts on detection methods

WF Elsersy, A Feizollah, NB Anuar - PeerJ Computer Science, 2022‏ - peerj.com
The various application markets are facing an exponential growth of Android malware. Every
day, thousands of new Android malware applications emerge. Android malware hackers …

Challenge of malware analysis: malware obfuscation techniques

J Singh, J Singh - International Journal of Information Security …, 2018‏ - dergipark.org.tr
It is a big concern to provide the security to computer system against malware. Every day
millions of malware are being created and the worse thing is that new malware is highly …

Auditing anti-malware tools by evolving android malware and dynamic loading technique

Y Xue, G Meng, Y Liu, TH Tan, H Chen… - IEEE Transactions …, 2017‏ - ieeexplore.ieee.org
Although a previous paper shows that existing anti-malware tools (AMTs) may have high
detection rate, the report is based on existing malware and thus it does not imply that AMTs …

A novel hybrid method to analyze security vulnerabilities in android applications

J Tang, R Li, K Wang, X Gu, Z Xu - Tsinghua Science and …, 2020‏ - ieeexplore.ieee.org
We propose a novel hybrid method to analyze the security vulnerabilities in Android
applications. Our method combines static analysis, which consists of metadata and data flow …

CamoDroid: An Android application analysis environment resilient against sandbox evasion

F Faghihi, M Zulkernine, S Ding - Journal of Systems Architecture, 2022‏ - Elsevier
In the past few years, numerous attempts have been made to mitigate evasive Android
malware. However, it remains one of the challenges in smartphone security. Evasive …

Android inter-app communication threats and detection techniques

S Bhandari, WB Jaballah, V Jain, V Laxmi… - Computers & …, 2017‏ - Elsevier
With the digital breakthrough, smart phones have become very essential component for
many routine tasks like shop**, paying bills, transferring money, instant messaging …

Evading android runtime analysis through detecting programmed interactions

W Diao, X Liu, Z Li, K Zhang - Proceedings of the 9th ACM conference …, 2016‏ - dl.acm.org
Dynamic analysis technique has been widely used in Android malware detection. Previous
works on evading dynamic analysis focus on discovering the fingerprints of emulators …