Detecting Malware with an Ensemble Method Based on Deep Neural Network

Table 1

The platforms environment for MalNet.

Platforms	Content
Hardware dependencies	NVIDIA GPU Maxwell-based GTX980
	16 GB of memory
Software dependencies	Ubuntu 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 components	NVIDIA GPU driver
	CUDA 7.5
	cuDNN V4