N-gram opcode analysis for android malware detection
Android malware has been on the rise in recent years due to the increasing popularity of
Android and the proliferation of third party application markets. Emerging Android malware …
Android and the proliferation of third party application markets. Emerging Android malware …
N-opcode analysis for android malware classification and categorization
Malware detection is a growing problem particularly on the Android mobile platform due to
its increasing popularity and accessibility to numerous third party app markets. This has also …
its increasing popularity and accessibility to numerous third party app markets. This has also …
A review of android malware detection approaches based on machine learning
K Liu, S Xu, G Xu, M Zhang, D Sun, H Liu - IEEE access, 2020 - ieeexplore.ieee.org
Android applications are developing rapidly across the mobile ecosystem, but Android
malware is also emerging in an endless stream. Many researchers have studied the …
malware is also emerging in an endless stream. Many researchers have studied the …
Data-driven android malware intelligence: a survey
Android has dominated the smartphone market and become the most popular mobile
operating system. This rapidly increasing market share of Android has contributed to the …
operating system. This rapidly increasing market share of Android has contributed to the …
Android malware characterization using metadata and machine learning techniques
I Martín, JA Hernández, A Muñoz… - Security and …, 2018 - Wiley Online Library
Android malware has emerged as a consequence of the increasing popularity of
smartphones and tablets. While most previous work focuses on inherent characteristics of …
smartphones and tablets. While most previous work focuses on inherent characteristics of …
DroidDolphin: a dynamic Android malware detection framework using big data and machine learning
WC Wu, SH Hung - Proceedings of the 2014 conference on research in …, 2014 - dl.acm.org
Smartphones are getting more and more popular nowadays with various kinds of
applications to make our lives more convenient. Unfortunately, malicious applications, also …
applications to make our lives more convenient. Unfortunately, malicious applications, also …
Andmfc: Android malware family classification framework
S Türker, AB Can - 2019 IEEE 30th International Symposium on …, 2019 - ieeexplore.ieee.org
As the popularity of Android mobile operating system grows, the number of malicious
software have increased extensively. Therefore, many research efforts have been done on …
software have increased extensively. Therefore, many research efforts have been done on …
Identification of significant permissions for efficient android malware detection
Abstract Since Google unveiled Android OS for smartphones, malware are thriving with 3Vs,
ie volume, velocity and variety. A recent report indicates that one out of every five …
ie volume, velocity and variety. A recent report indicates that one out of every five …
Android malware detection based on vulnerable feature aggregation
A Roy, DS Jas, G Jaggi, K Sharma - Procedia Computer Science, 2020 - Elsevier
Android has paved the way for the smartphone revolution. With the ever-growing
advancements in technology, there is an inherent increase in the user reliance upon mobile …
advancements in technology, there is an inherent increase in the user reliance upon mobile …
A survey of android malware static detection technology based on machine learning
Q Wu, X Zhu, B Liu - Mobile Information Systems, 2021 - Wiley Online Library
With the rapid growth of Android devices and applications, the Android environment faces
more security threats. Malicious applications stealing usersʼ privacy information, sending …
more security threats. Malicious applications stealing usersʼ privacy information, sending …