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Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms

Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms

This paper employed two machine learning algorithms - namely, a clustering and a neural network algorithm - to analyze t Read more

Dec 4, 2008

silicon.com > White Papers > Security > Intrusion - Tampering

Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99 Intrusion Detection Datasets

Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99 Intrusion Detection Datasets

KDD 99 intrusion detection datasets, which are based on DARPA 98 dataset, provides labeled data for researchers working Read more

Jun 19, 2008

silicon.com > White Papers > Security > Intrusion - Tampering

Host-Based Intrusion Detection Using Self-Organizing Maps

Host-Based Intrusion Detection Using Self-Organizing Maps

Hierarchical SOMs are applied to the problem of host based intrusion detection on computer networks. Unlike systems base Read more

Jun 19, 2008