Current approaches to vulnerability management are often reactive in nature, as organizations attempt to detect vulnerabilities and remediate them quickly. This presentation discusses how organizations can use predictive analytics to take a proactive approach to vulnerability management.
Michael Roytman is the Chief Data Scientist at Kenna Security, and has spoken at RSA, BlackHat, SOURCE, Bsides, Metricon, Infosec Europe and SIRAcon. His work focuses on cybersecurity data science and Bayesian algorithms, and he served on the boards of the Society of Information Risk Analysts and Cryptomove. He is also a technical advisor in the humanitarian space, having worked with Doctors Without Borders, The World Health Organization, and the UN. He is the cofounder and executive chair of Dharma.ai, for which he landed on the 2017 Forbes 30 under 30 list. He currently serves on Forbes Technology Council. He holds an M.S. in Operations Research from Georgia Tech, and has recently turned his home roasting operation into a Chicago south side cafe, Sputnik Coffee.