As Chief Scientist at Securonix, Igor leads cyber security research and threat analysis to develop a comprehensive portfolio of adaptive, risk-based behavior models of cyber-attacks, and to further advance Securonix’ signature-less threat detection capabilities through the innovative application of machine learning and anomaly detection techniques. Previously at Bank of America, Igor focused on creating novel solutions for predictive analytics, risk-based access governance and proactive data protection. A scientist by trade and innovator by heart, Igor is an author of nine scientific publications and ten commercial patents. He holds a Ph.D. in Molecular Biology from UCLA, M.S. in Biophysics from Moscow Institute of Physics and Technology, and maintains CISSP certification.