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On Using Machine Learning For Network Intrusion Detection
  • A little while ago, a colleague and I wrote up some thoughts on why in cybersecurity we see a very striking gap between research efforts (which frequently use ML) and operational systems that one actually finds deployed in real-life environments for detecting attacks (which hardly use ML at all). I thought this might be an interesting read for you guys as it offers a domain-specific perspective on issues similar to those discussed here. The paper is here: http://www.icir.org/robin/papers/oakland10-ml.pdf

    Robin


  • 1 Comment sorted by
  • Thanks, Robin.  I, for one, have been curious why intrusion detection ML research hasn't made more of an impact.

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