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tamimmirza / Intrusion-Detection-System-using-Deep-Learning

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset
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preparing the data set #9

Open utkarsh0902311047 opened 3 years ago

utkarsh0902311047 commented 3 years ago

After converting into .xml files, how will you convert it into 2-D so that it can be given as input for ML algorithm. I have never done this so please help. Thank you

ssfffff556 commented 1 year ago

same question

tamimmirza commented 1 year ago

Hi

Unfortunately the tool (ISCX Flowmeter) that used to convert the dataset from .pcap to .xml is no longer available on GitHub and I am aware that newer datasets are available.

So I advise one of two things 1) Try to find a flowmeter program made by someone else since the official one has been deprecated and upon successfully converting to xml. You have to stack only the the values in the some data here to create a 50x50 dummy image via NumPy

Example

Some data here Some data here 1 Some data here 2 etc

2) I would recommend you utilise a recent dataset which would probably yield better results and the data pre-processing is not as grueling as the ISCX one.

I wish you the best.

On Wed, Apr 12, 2023, 10:58 ssfffff556 @.***> wrote:

same question

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