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Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017

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Active2626/Malware-GAN

 
 

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Introduction

This project is forked from "https://github.com/yanminglai/Malware-GAN.git"
And
https://github.com/endgameinc/ember.git

Dataset

I used 2018 AI contest dataset(http://datachallenge.kr/).
I used features from ember

Citing

H. Anderson and P. Roth, "EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models”, in ArXiv e-prints. Apr. 2018.

@ARTICLE{2018arXiv180404637A, author = {{Anderson}, H.~S. and {Roth}, P.}, title = "{EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models}", journal = {ArXiv e-prints}, archivePrefix = "arXiv", eprint = {1804.04637}, primaryClass = "cs.CR", keywords = {Computer Science - Cryptography and Security}, year = 2018, month = apr, adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180404637A}, }

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