Can anyone send me NSL KDD Dataset with proper label because I download it but it have only Anomaly and Normal class I can not find R2l, U2R, Dos, Probe attack from it
I will be very thankful
Hi bro,
Actually, there are many websites provide the nsl kdd data set. in the links below, you can choose and download the data set files for the training and the testing. also, you can download the data set as ARFF or Csv format where it can be directly imported to the weka or Simulink simulators. if you used weka so, use ARFF format then you can easily make the preprocessing on them. also you can find the amount of the entropy or the information on each feature then this will help you to make the feature selection where you need it to get best detection result depending on which types of attacks your system target in the designing. the links also include some details about the features and the attacks like the attack classes and the features names.
good luck bro.
https://github.com/defcom17/NSL_KDD
http://www.unb.ca/research/iscx/dataset/iscx-NSL-KDD-dataset.html
Check Table 1 in the following paper
http://eprints.iisc.ernet.in/26885/1/darpa.pdf
and Table 10 in this paper
http://airccse.org/journal/nsa/0512nsa08.pdf
https://github.com/defcom17/NSL_KDD.
for the 5 class of attacks you must group them into these five class NORMAL, Probe, Dos, U2R, R2L.
check this : A Minimal Subset of Features Using Correlation Feature Selection Model for Intrusion Detection System.
Hi bro,
Actually, there are many websites provide the nsl kdd data set. in the links below, you can choose and download the data set files for the training and the testing. also, you can download the data set as ARFF or Csv format where it can be directly imported to the weka or Simulink simulators. if you used weka so, use ARFF format then you can easily make the preprocessing on them. also you can find the amount of the entropy or the information on each feature then this will help you to make the feature selection where you need it to get best detection result depending on which types of attacks your system target in the designing. the links also include some details about the features and the attacks like the attack classes and the features names.
good luck bro.
https://github.com/defcom17/NSL_KDD
http://www.unb.ca/research/iscx/dataset/iscx-NSL-KDD-dataset.html
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