Malicious application detection in android—a systematic literature review
Context: In last decade, due to tremendous usage of smart phones it seems that these
gadgets became an essential necessity of day-to-day life. People are using new …
gadgets became an essential necessity of day-to-day life. People are using new …
Detecting malware by analyzing app permissions on android platform: A systematic literature review
Smartphone adaptation in society has been progressing at a very high speed. Having the
ability to run on a vast variety of devices, much of the user base possesses an Android …
ability to run on a vast variety of devices, much of the user base possesses an Android …
Malware detection: a framework for reverse engineered android applications through machine learning algorithms
Today, Android is one of the most used operating systems in smartphone technology. This is
the main reason, Android has become the favorite target for hackers and attackers …
the main reason, Android has become the favorite target for hackers and attackers …
Malicious code detection based on code semantic features
Y Zhang, B Li - IEEE Access, 2020 - ieeexplore.ieee.org
With the development of smart phones, malicious applications for the Android platform have
increased dramatically. The existing Android malicious code analysis methods majorly focus …
increased dramatically. The existing Android malicious code analysis methods majorly focus …
Machine learning-based malware detection using stacking of opcodes and bytecode sequences
M Sai, A Tyagi, K Panda… - 2022 Seventh International …, 2022 - ieeexplore.ieee.org
Malware detection is a complex problem. The commonly used signature-based technique
cannot detect unknown or zero-day malware. Traditional machine learning-based methods …
cannot detect unknown or zero-day malware. Traditional machine learning-based methods …
Ipanalyzer: A novel Android malware detection system using ranked intents and permissions
Android malware has been growing in scale and complexity, spurred by the unabated
uptake of smartphones worldwide. Millions of malicious Android applications have been …
uptake of smartphones worldwide. Millions of malicious Android applications have been …
A comprehensive review on permissions-based Android malware detection
The first Android-ready “G1” phone debuted in late October 2008. Since then, the growth of
Android malware has been explosive, analogous to the rise in the popularity of Android. The …
Android malware has been explosive, analogous to the rise in the popularity of Android. The …
Information gain-based feature selection method in malware detection for maldroid2020
PV Agrawal, DD Kshirsagar - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
This paper proposes an information gain (IG) feature selection method with a ranker to
perform dimensionality reduction in an android malware detection system. The proposed …
perform dimensionality reduction in an android malware detection system. The proposed …
Android malware detection: a literature review
Mobile applications are increasingly being used to support critical domains such as health,
logistics, and banking, to name a few. These mobile apps, hence, became a target for …
logistics, and banking, to name a few. These mobile apps, hence, became a target for …
Malware and piracy detection in Android applications
N Kumari, M Chen - 2022 IEEE 5th International Conference on …, 2022 - ieeexplore.ieee.org
With the exploding growth in the number of Android applications, software malware and
piracy incidents are among the major concerns to be addressed for a healthy marketplace …
piracy incidents are among the major concerns to be addressed for a healthy marketplace …