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Hey @biphasic , thanks for the reply. Indeed it seems like an interesting task. Definitely, encoding the set into spikes will be the hardest part. Problem is, that the NSL-KDD...
Hi, current State of the Art datasets like "NetFlow V2 Datasets" ("https://staff.itee.uq.edu.au/marius/NIDS_datasets/#RA5") use NetFlows to identify intrusions. But still each flow is considered on it's own. I will try to...
First tests with tonic and norse: https://colab.research.google.com/drive/140OvbVrlEN4Cy_uK18EBk15kb80g1060?usp=sharing
Thanks for your reply, should have also shared to preprocessing, my bad. But it's kind of messy still: https://colab.research.google.com/drive/1KHxPQ21aRPAFfXT7ZgXxP9U_AsbCpDgi?usp=sharing Basically i did a 2/3 to 1/3 split on the dateset...
Thanks for the reply and the ideas. Yes, I want to predict the label/attack. I will try it out and keep you up to date.
https://colab.research.google.com/drive/1DdIGoK8Hc0dokRnh_iaLGPAeXIODzbKY?usp=sharing Minimal Example of NF-UNSW to Spiking seem to work. I haven't checked for plausibility the results tough.
> Looking at the different features, I think one option would be to combine some of them. > > How about you encode IPV4_SRC_ADDR and L4_SRC_PORT as source neuron location?...