A Clustering Based Efficient Intrusion Detecting in Multitier Dynamic Web Applications

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Provided by: Creative Commons
Topic: Software
Format: PDF
The authors present DoubleGuard, a system used to detect attacks in multi-tiered web services and classify through hierarchal clustering algorithm. Their approach can create normality models of isolated user sessions that include both the web front-end (HTTP) and back-end (file or SQL) network transactions with respect to data volumes and classify them. Implement a lightweight virtualization technique to assign each user's web session to a dedicated container an isolated virtual computing environment. They use the cluster algorithm to accurately associate the web request with the subsequent DB queries.
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