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Detecting Lateral Movement with Machine Learning

PowerShell 18.92% Batchfile 2.88% Python 78.20%
deep-learning elasticsearch kibana machine-learning powershell python security

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detectlm's Issues

Data set

Hello,

Very nice work!
I have several questions about the data set used in this work. (I learned much about this work from this slide)

  • Do you have the original format of the data (i.e. sequence of windows command execution with subcommands etc)?
  • Do you have data regarding other attacks (other than those shown in the slide, APT10 etc)?
  • Otherwise, could you share with me your methods of collecting training data?

Thank you very much!
Seng Pei Liew

Training data

The training data already been preprocessed, and it is easy to implement, thanks for the great work !

However, we are suffering false alarm too high problem. And I want to consider the command order and apply other machine learning approach (like LSTM). Do you have the original command data ?

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