Various projects related to Machine Learning and security data
The two python notebooks show different classifiers trained on the CSIC 2010 full dataset obtained from here: http://users.aber.ac.uk/pds7/csic_dataset/csic2010http.html
The dataset contains http requests labelled as norm or anom. At the moment, the classifiers only take into account the payload data and they are not tuned. A fully connected neural network using keras is included in the CSIC_keras notebook.