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Dynalog: An Automated Dynamic Analysis Framework for Characterizing Android Applications
Android is becoming ubiquitous and currently has the largest share of the mobile OS market with billions of application downloads from the official app market. It has also become the platform most targeted by mobile malware ...
PageRank in Malware Categorization
In this paper, we propose a malware categorization method that models malware behavior in terms of instructions using PageRank. PageRank computes ranks of web pages based on structural information and can also compute ranks ...
EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning
The Android operating system has become the most popular operating system for smartphones and tablets leading to a rapid rise in malware. Sophisticated Android malware employ detection avoidance techniques in order to hide ...