Machine learning

2 posts

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…

Owing to technologies which allow for large volume data storage and analysis, companies are able to fulfil tasks which so far have been impossible. Such tasks include widely understood network security, also detecting hazards and attacks. In the past, such activities were performed only by qualified analysts of network security by monitoring data and creating proper rules for detecting…

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