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Machine Learning for Cybersecurity Cookbook
book

Machine Learning for Cybersecurity Cookbook

by Emmanuel Tsukerman
November 2019
Intermediate to advanced content levelIntermediate to advanced
346 pages
9h 36m
English
Packt Publishing
Content preview from Machine Learning for Cybersecurity Cookbook

Getting ready

Preparation for this recipe involves installing the pandas, keras, tensorflow, and scikit-learn packages in pip. The command is as follows:

pip install pandas keras tensorflow sklearn

The associated code and resource files for MalGan have been included in the repository for this book, in the MalGan directory. In addition, assemble a collection of PE samples and then place their paths in the first column of the file:

"MalGAN_input/samplesIn.csv" 

In the second column, type in these samples' verdicts (1 for benign and 0 for malicious).

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Publisher Resources

ISBN: 9781789614671Supplemental Content