Challenges for reliable and large scale evaluation of android malware analysis

JF Lalande, VVT Tong, M Leslous… - … Conference on High …, 2018 - ieeexplore.ieee.org
Since Android became the first smartphone operating system, malware developers have put
large efforts to craft new threats uploaded to the Google Play store and other third market …

An analysis of android malware behavior

F Jaafar, G Singh, P Zavarsky - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Android is dominating the smartphone market with more users than any other mobile
operating system. But with its growing popularity, interest from attackers has also increased …

Detection of Android malware: combined with static analysis and dynamic analysis

MY Su, KT Fung, YH Huang, MZ Kang… - … Conference on High …, 2016 - ieeexplore.ieee.org
This study combines static and dynamic types of analysis to design a malware detection
system for Android. This system enables a user to apply static analysis to check an …

An adaptive dataset for the evaluation of android malware detection techniques

O Hreirati, S Iqbal, M Zulkernine - … International Conference on …, 2018 - ieeexplore.ieee.org
Android is currently the leading mobile operating system in the world. The huge number of
Android devices attracts developers to create applications for it. However, it also attracts …

T2Droid: A TrustZone-based dynamic analyser for Android applications

SD Yalew, GQ Maguire, S Haridi… - 2017 ieee trustcom …, 2017 - ieeexplore.ieee.org
Android has become the most widely used mobile operating system (OS) in recent years.
There is much research on methods for detecting malicious Android applications. Dynamic …

Android malware development on public malware scanning platforms: A large-scale data-driven study

H Huang, C Zheng, J Zeng, W Zhou… - … Conference on Big …, 2016 - ieeexplore.ieee.org
Android malware scanning services (eg, VirusTotal) are websites that users submit
suspicious Android programs and get an array of malware detection results. With the …

NTPDroid: a hybrid android malware detector using network traffic and system permissions

A Arora, SK Peddoju - … conference on trust, security and privacy …, 2018 - ieeexplore.ieee.org
Two kinds of techniques, namely Static and Dynamic Analysis, have been proposed in the
literature to detect Android malware. Permissions and Network Traffic are the widely used …

Towards privacy-preserving malware detection systems for android

H Cui, Y Zhou, C Wang, Q Li… - 2018 IEEE 24th …, 2018 - ieeexplore.ieee.org
Android is the primary target for mobile malware. To protect users, phone vendors (eg,
Samsung and Huawei) usually leverage third-party security service providers (eg, VirusTotal …

Andrubis--1,000,000 apps later: A view on current Android malware behaviors

M Lindorfer, M Neugschwandtner… - … on building analysis …, 2014 - ieeexplore.ieee.org
Android is the most popular smartphone operating system with a market share of 80%, but
as a consequence, also the platform most targeted by malware. To deal with the increasing …

SpyDroid: A framework for employing multiple real-time malware detectors on Android

S Iqbal, M Zulkernine - 2018 13th International Conference on …, 2018 - ieeexplore.ieee.org
Android has become the leading operating system for next-generation smart devices.
Consequently, the number of Android malware has also skyrocketed. Many dynamic …