Outside the Closed World: On Using Machine Learning for Network Intrusion Detection
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection
Robin Sommer,V. Paxson
2010 · DOI: 10.1109/SP.2010.25
IEEE Symposium on Security and Privacy · 引用数 1,698
TLDR
The main claim is that the task of finding attacks is fundamentally different from these other applications, making it significantly harder for the intrusion detection community to employ machine learning effectively.