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Bayesian

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Intelligence and security ... Bnt - Project Hosting on Google Code. Book Chapter. Security administration is an uphill task to implement in an enterprise network providing secured corporate services. With the slew of patches being released by Microsoft, HP and other vendors, system administrators require a barrage of tools for analyzing the risk due to these vulnerabilities. In addition to this, criticalities in patching some end hosts (eg., in hospitals) raises serious security issues about the network to which the end hosts are connected. In this context, it would be imperative to know the risk level of all critical resources (e.g., Oracle Server in HR department) keeping in view the everyday emerging new vulnerabilities. We hypothesize that sequence of network actions by an attacker depends on the social behavior (e.g., skill level, tenacity, financial ability).

We extended this and formulated a mechanism to estimate the risk level of critical resources that may be compromised based on attacker behavior.

Tutorials

Dlib C++ Library. Netica Bayesian Network Software from Norsys.