# book-resources

**Repository Path**: xygone/book-resources

## Basic Information

- **Project Name**: book-resources
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: comment
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-06-14
- **Last Updated**: 2025-09-27

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Machine Learning and Security: Protecting Systems with Data and Algorithms
by Clarence Chio and‎ David Freeman (Authors), published by O'Reilly Media

[Visit Website](https://mlsec.net/) | [Purchase on Amazon](https://amzn.to/2FmVDYQ) | [Read on O'Reilly Safari](http://shop.oreilly.com/product/0636920065555.do)

This repository contains accompanying resources, exercises, datasets, and sample code for the Machine Learning and Security book released in Feb 2018.

<img src="mlsec-cover-oreilly.jpg" width="50%" height="50%">

## Dependencies

### System packages
* Python 3.6+
* Spark 2.2.0 (Pre-built for Apache Hadoop 2.7 and later)

### Python packages
* pandas 0.20.2
* matplotlib 2.1.0
* seaborn 0.8.1
* numpy 1.13.3
* scikit-learn 0.19.1
* nltk 3.2.5
* datasketch 1.2.5
* tensorflow 1.4.0
* keras 2.1.1
* pyflux 0.4.15
* imbalanced-learn 0.3.1
* spark-sklearn 0.2.3
* lime 0.1.1.21