Kumar Sharad is a Senior Threat Researcher in the Security Expert Analytics & Learning (SEAL) team at Splunk. He did his PhD at the Security Group at the University of Cambridge’s Computer Laboratory. Prior to joining Splunk he worked in research labs in UK and Germany. He has a keen interest in the application of machine learning techniques to study security and privacy problems.