Enhancing the effectiveness of Web Application Firewalls by generic feature selection.

Hai Thanh Nguyen,Carmen Torrano-Gimenez,Gonzalo Álvarez,Katrin Franke,Slobodan Petrovic

Logic Journal of the IGPL（2013）

引用 10|浏览22

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摘要

Feature selection for filtering HTTP-traffic in Web Application Firewalls (WAFs) is an important task. We focus on the generic-feature-selection (GeFS) measure, which was successfully tested on low-level package filters, i.e. the KDD CUP'99 dataset. However, the performance of the GeFS measure in analyzing high-level HTTP-traffic is still unknown. In this article we study the GeFS measure for WAFs...

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关键词

Web attack detection,Web Application Firewall,intrusion detection systems,feature selection,machine learning algorithms

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