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 …

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 …

ANASTASIA: ANdroid mAlware detection using STatic analySIs of Applications

H Fereidooni, M Conti, D Yao… - 2016 8th IFIP …, 2016 - ieeexplore.ieee.org
The number of malware applications targeting the Android operating system has
significantly increased in recent years. Malicious applications pose a significant threat to …

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 …

A family of droids-android malware detection via behavioral modeling: Static vs dynamic analysis

L Onwuzurike, M Almeida, E Mariconti… - 2018 16th Annual …, 2018 - ieeexplore.ieee.org
Following the increasing popularity of the mobile ecosystem, cybercriminals have
increasingly targeted mobile ecosystems, designing and distributing malicious apps that …

Towards discovering and understanding unexpected hazards in tailoring antivirus software for android

H Huang, K Chen, C Ren, P Liu, S Zhu… - Proceedings of the 10th …, 2015 - dl.acm.org
In its latest comparison of Android Virus Detectors (AVDs), the independent lab AV-TEST
reports that they have around 95% malware detection rate. This only indicates that current …

Onamd: an online android malware detection approach

R Riasat, M Sakeena, AH Sadiq… - … Conference on Machine …, 2018 - ieeexplore.ieee.org
Android mobile phone is one of the most usable smartphone today which makes Android the
most anticipated operating system in the market. However, the increase in malware threats …

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 …

Improving dynamic analysis of android apps using hybrid test input generation

MK Alzaylaee, SY Yerima… - … Conference on Cyber …, 2017 - ieeexplore.ieee.org
The Android OS has become the most popular mobile operating system leading to a
significant increase in the spread of Android malware. Consequently, several static and …

Quick and accurate android malware detection based on sensitive APIs

C Zhao, W Zheng, L Gong, M Zhang… - 2018 IEEE international …, 2018 - ieeexplore.ieee.org
With the rapid development of Android applications in recent years, the Android applications'
security has more and more attention paid to it. The Android malware detection can be …