Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models

Jack W. Stokes, De Wang, Mady Marinescu +2

Recently researchers have proposed using deep learning-based systems for malware detection. Unfortunately, all deep learning classification systems are vulnerable to adversarial at…