Web application firewall

2 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…

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