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2008
IEEE

HiNFRA: Hierarchical Neuro-Fuzzy Learning for Online Risk Assessment

10 years 4 months ago
HiNFRA: Hierarchical Neuro-Fuzzy Learning for Online Risk Assessment
Our previous research illustrated the design of fuzzy logic based online risk assessment for Distributed Intrusion Prediction and Prevention Systems (DIPPS) [3]. Based on the DIPPS sensors, instead of merely preventing the attackers or blocking traffic, we propose a fuzzy logic based online risk assessment scheme. This paper propose a Hierarchical Neuro-Fuzzy online Risk Assessment (HiNFRA) model to aid the decision making process of a DIPPS. The fine tuning of fuzzy logic based risk assessment model is achieved using a neural network learning technique. Preliminary results indicate that the neural learning technique could improve the fuzzy controller performance and make the risk assessment model more robust.
Kjetil Haslum, Ajith Abraham, Svein J. Knapskog
Added 29 May 2010
Updated 29 May 2010
Type Conference
Year 2008
Where ASIAMS
Authors Kjetil Haslum, Ajith Abraham, Svein J. Knapskog
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