Security and Communication Networks / 2018 / Article / Tab 1

Research Article

Detecting Malware with an Ensemble Method Based on Deep Neural Network

Table 1

The platforms environment for MalNet.

Platforms Content

Hardware dependenciesNVIDIA GPU Maxwell-based GTX980
16 GB of memory

Software dependenciesUbuntu 14.04 LTS
Python 2.7.6
Numpy 1.8.2
Scipy 0.13.3
Tensorflow 0.7.0
Theano 0.9.0.dev
Lasagne 0.1
Nolearn 0.6.0.dev
Scikitlearn 0.15.2
Pandas 0.15.2
Mahotas 1.2.4

GPU componentsNVIDIA GPU driver
CUDA 7.5
cuDNN V4

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