Ai

3 posts

This article is part of a series. Part I can be found here and part II here . The full code of this tutorial was posted on Github . In the previous part we continued work on our binary classifier. We showed how to use scikit-learn's Pipeline class to combine feature calculation and prediction into one simple step. In this part we will improve performance of our model by adding new…

This article is part of a series. Part I can be found here . The full code of this tutorial was posted on Github . In the previous article we walked through the process of creating a simple predictive model for detection of malicious HTTP requests. We learned how to: load and explore our datasplit the data into training, development and test setuse scikit-learn's CountVectorizer and…

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…

×

For media

Provide us with contact details.

Thank you