Extending Detection with Privileged Information via Generalized Distillation

IEEE Symposium on Security and Privacy Workshops, pp. 83-88, 2018.

Cited by: 3|Bibtex|Views50
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Other Links: dblp.uni-trier.de|academic.microsoft.com

Abstract:

Detection systems based on machine learning models are essential tools for system and enterprise defense. These systems construct models of attacks (or non-attacks) from past observations (i.e., features) using a training algorithm. After that, the detection systems use that model for detection at run-time. In this way, the detection syst...More

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