Web attacks detection with machine learning

Machine learning algorithms applied on HTTP logs analysis to detect intrusions and suspicious activities.

How to use

Encode your http logs and save the result into a csv file

$ python label-raw-data.py -l ./raw-http-logs-samples/access-2018-12-15.log -d ./labeled-data-samples/access-2018-12-15.csv

Train a model and test the prediction

$ python logistic-regression-classifier.py -t ./labeled-data-samples/all -v ./labeled-data-samples/access-2018-12-15.csv

Details could be found here:
http://enigmater.blogspot.fr/2017/03/intrusion-detection-based-on-supervised.html