This series of articles is for anyone who would like to explore the idea of using a web application firewall that is not dependent on a set of manually defined rules. We will show you how to train a machine learning model to automatically detect malicious web traffic. In the first part of this series we will describe how to explore our dataset, create the simplest predictive model and properly…
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