Software Engineering Institute

Machine learning (ML) tools and techniques have been demonstrated to effectively improve cyber intelligence workflows across environment, data gathering, threat analysis, strategic analysis, and feedback to decision makers. Simply adding ML capability to existing organizational toolsets, procedures, and workflows will not solve all cyber intelligence challenges. These technologies work in concert with experienced and qualified personnel who know how to understand, integrate, and even improve ML processes in the context of cyber intelligence challenges. Only by combining modern tooling with personnel knowledgeable about its use and procedures can organizations begin to realize the significant benefits ML can provide.