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This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

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What are the requirements? A requirement.txt file would be great. What's the python version?

Please give us this data `kddresults/dnn1layer/training_set_dnnanalysis.csv` _Originally posted by @TrinhDinhPhuc in https://github.com/rahulvigneswaran/Intrusion-Detection-Systems/issues/1#issuecomment-474331437_

while running the dnn 100 iteration for 1 dnn layer program on jupyter notebook a lot of import errors occurs please help me ImportError Traceback (most recent call last) ~\anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py...

Can you provide the dataset for multi class classification

bug

As the NSL-KDD seems to be the refined version of the KDD99 set, I formatted it like the data sets in the repo. To test it on this data set...

I want to know the function of the file 'dnnx test.py' in the whole projects. Thanks for your replies!