NDSS

Author(s): Daniel Arp, Michael Spreitzenbarth, Malte Hubner, Hugo Gascon, and Konrad Rieck

Download: Paper (PDF)

Date: 22 Feb 2014

Document Type: Briefing Papers

Additional Documents: Slides

Associated Event: NDSS Symposium 2014

Abstract:

We propose Drebin, a lightweight method for detection of Android malware that operates directly on the smartphone. Drebin performs a broad static analysis of Android applications and automatically identifies typical patterns of malicious activities that can be presented to the user. Empirically, Drebin outperforms related approaches and enables detecting 94% of the malware in a large dataset with few false alarms.