Explore machine learning solutions for addressing critical security challenges in this 45-minute conference talk from Central Ohio Infosec 2015. Delve into the evolving landscape of security threats, the role of big data in cybersecurity, and the potential of Hadoop ecosystems. Gain insights into various machine learning algorithms, including decision trees and one-class SVMs, and their applications in anomaly detection. Witness a practical demonstration and discover valuable resources for implementing these cutting-edge techniques in your security strategy.