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Here in this system it discloses a log analysis method based on deep learning for an intrusion detection system, which includes the following steps: preprocess the acquired logs of different types in the target system; perform log analysis on the preprocessed logs using a clustering-based method; then, encode the parsed log events into digital feature vectors, use LSTM-based neural network and log collect-based clustering methods to learn the encoded logs to form warning information.

PowerShell 19.32% Batchfile 1.71% Python 78.98%
adam-optimizer deep-learning elasticsearch kibana lstm python rnn security

detecting-lateral-movement-with-machine-learning's Introduction

Hello I am Harihara Sudhan ! ๐Ÿ‘‹

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  • ๐Ÿ”ญ Iโ€™m currently working on Machine Learning and Web Projects.
  • ๐ŸŒฑ Iโ€™m currently learning Artificial Intelligence.
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on different github projects
  • ๐Ÿค” Iโ€™m looking for help with project documentation
  • ๐Ÿ’ฌ Ask me about machine learning or any web dev topics.
  • ๐Ÿ“ซ How to reach me: email:[email protected]
  • ๐Ÿ˜„ Pronouns: He/His
  • โšก Fun fact: I spend almost more than 12 hours in laptop even though when there is no work.

Connect with me:

khushboogoel01 _khushboo.goel

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