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Algorithme d'apprentissage statistique permettant de créer un modèle sur les lignes de commandes des évènements "Création de Processus", afin de détecter des anomalies dans les évènements futurs

License: GNU General Public License v3.0

Python 89.35% Jupyter Notebook 10.65%

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anomark's Issues

[Discussion] Literature References

Hi,

I am interested in the method you suggest and wanted to know if you had use of literature paper on the matter, and if you had any to recommend ?

(Sorry for opening an issue for this, it's more a discussion)

What is a good 'order' value to use?

Hi @ajunius-ANSSI et al.

This question obviously depends on the dataset used, but what would a good number to choose for 'order'? The average length of a command line in the dataset? The maximum length of a command line in the dataset? Somewhere in-between?

Thanks,

Kevin 🇨🇦

What is the purpose of `test_data.csv`?

Hi @ajunius-ANSSI et al,

I see that train_data.csv and train_data.txt are used in the tests, but I cannot seem to find where test_data.csv is being used? If it is not being used anywhere, can it be removed?

Thanks!

Kevin 🇨🇦

Display "markovScore" underneath line printed out

Hi @ajunius-ANSSI et al.

When we use the apply_model module to show the top X lines without the store flag, can we also display the "markovScore" value underneath each command to demonstrate why each of these X lines were chosen to be displayed?

It has something to do with the manipulation of the dataframe here

for elt in list(df[col_name][:nb_lines]):
to add the "markovScore" column...

Let me know what you think!

Kevin 🇨🇦

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