DREBIN: Effective and Explainable Detection of Android Malware in Your Pocket

DREBIN is proposed, a lightweight method for detection of Android malware that enables identifying malicious applications directly on the smartphone and outperforms several related approaches and detects 94% of the malware with few false alarms.