Dataset for Android Malware Detection

The Android application samples for evaluation come from the following three sources: the Drebin dataset, AMD dataset, and the Google Play Store. We downloaded 7,681 popular benign applications from Google Play Store.Based on the above data sources, the following two datasets were generated for testing: Drebin4000 and AMD6000.We randomly selected 4,000 benign samples and 4,000 malicious samples from the Drebin dataset to form the Drebin4000 dataset.We randomly selected 6,000 benign samples from the benign downloaded applications and 6,000 malicious samples from the AMD dataset to form the AMD6000 dataset.