Embodiments of the present invention provide systems and methods for performing a security analysis on a set of observables by inferring malicious relationships. The method includes receiving a set of observables and structured and unstructured threat data. The method further includes analyzing the observables and the structured and unstructured threat data using cognitive computing, and creating and transferring a subgraph.