Automatic Investigation Framework for Android Malware Cyber-Infrastructures

no code implementations • 23 Jun 2018 • ElMouatez Billah Karbab, Mouarad Debbabi

The popularity of Android system, not only in the handset devices but also in IoT devices, makes it a very attractive destination for malware.

Cryptography and Security

Android Malware Detection using Deep Learning on API Method Sequences

no code implementations • 25 Dec 2017 • ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

We evaluate MalDozer on multiple Android malware datasets ranging from 1K to 33K malware apps, and 38K benign apps.

Android Malware Detection Attribute +1

DySign: Dynamic Fingerprinting for the Automatic Detection of Android Malware

no code implementations • 19 Feb 2017 • ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb

However, to the best of our knowledge, there is no such fingerprinting technique that leverages dynamic analysis and would act as the first defense against Android malware attacks.

Cryptography and Security