Ensemble-based Adaptive Intrusion Detection

Published: Apr 11, 2002
Abstract
Intrusion detection is an essential component of computer security mechanisms. Intrusion detection systems (IDSs) need to efficiently and accurately adapt to incorporate new knowledge of previously unseen classes of attacks (different from incremental learning) that are constantly invented to prevent any further damage as early as possible. Learning a completely new detection model from both known attacks and new unknown attacks is usually very...
Paper Details
Title
Ensemble-based Adaptive Intrusion Detection
Published Date
Apr 11, 2002
Journal
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