The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection

Guojun Liu, Doina Caragea, Xinming Ou +1

When machine learning is used for Android malware detection, an app needs to be represented in a numerical format for training and testing. We identify a widespread occurrence of d…