The performance of a machine learning-based malware classifier depends o...
Discriminative deep neural networks (DNNs) do well at classifying input
...
In many cases, neural network classifiers are likely to be exposed to in...
Malware allegedly developed by nation-states, also known as advanced
per...
Adversarial examples are known to mislead deep learning models to incorr...
In this paper, we present a novel method of differentiating known from
p...
In this paper, we present a black-box attack against API call based mach...
In recent years numerous advanced malware, aka advanced persistent threa...
In this paper, we present a black-box attack against API call based mach...