Patent ID: 8972316
Filing Date: 2015-03-03
Classification: G06N,H04L

Abstract:
1. An extensible adaptive classification framework, comprising: a plurality of extensible feature factory modules comprising at least one of both hardware and software, wherein at least one extensible factory module among said plurality of extensible factory modules receives network packet data; a plurality of AHaH (Anti-Hebbian and Hebbian) nodes operating as adaptive classifiers over a space of said plurality of extensible feature factory modules, wherein said plurality of extensible feature factory modules and said plurality of AHaH nodes together provide an extensible and continuously adaptive pattern recognition platform with respect to said network packet data which computes feature activations among said plurality of extensible factory modules and at least one AHaH node activation from said activated features to identify false-positives and true positives and update link weights according to an AHaH rule through said plurality of AHaH nodes.