To test the performance of SVM algorithms, decision tree, naive bayes and random forest in the detection of network intrusions on the UNSW-NB15 dataset using apche sparke how can i import and read the database UNSW-NB15? Where can I find the scripts of these algorithms ? and how to set them up as IDS?
Regards,
Yahya
Dear Rbah Yahya , Please see the followings which may be very helpful for your work.
https://docs.databricks.com/spark/latest/data-sources/read-csv.html
https://github.com/pandas-dev/pandas
https://www.unsw.adfa.edu.au/australian-centre-for-cyber-security/cybersecurity/ADFA-NB15-Datasets/
Regarding how to set them as IDS, this paper should help you defining it:
http://ieeexplore.ieee.org/document/7348942/
You may try WEKA to do the same and for that you need to have dataset in either CSV or in ARFF
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