Haystax Data Science

Using Bayesian modeling and other artificial intelligence techniques to revolutionize security risk management.
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What's in the Report?

This collection of research papers is intended to reveal some of the data science that has gone into our probabilistic model of whole-person behavior, a Bayesian inference network that sits at the heart of the Haystax Analytics Platform we have deployed in support of operational security missions such as insider threat analysis, continuous monitoring of cleared personnel and cyber-crime detection. The papers were written and published over a period of several years, starting in 2014, and include the following titles:

Target Beliefs for SME-oriented, Bayesian Network-based Modeling
Automating the Construction of Indicator-Hypothesis Bayesian Networks from Qualitative Specifications
Processing Events in Probabilistic Risk Assessment