This talk will take a deep dive into the role of Big Data technologies and further examine how predictive security analytics are shifting the way organizations approach their security posture. It will highlight three systems (Notos, Pleiades and ExecScent), co-developed at Georgia Tech, which harness technologies like Hadoop and Cassandra to ‘see’ threats as they emerge.