Security Voices

Machine Learning & Connected Cars with Security Journeyman Josh Lemos



Our 1st episode of 2020 is a story in three parts, beginning with hard fought wisdom of a veteran security practitioner, then diving deep into machine learning (ML) before wrapping up with how both security and AI apply to connected vehicles. The first part of our 74 minute conversation with Josh Lemos is the backstory of how he started his career in cybersecurity as a consultant... and left services to join ServiceNow as a practitioner. His time at ServiceNow lays out a solid formula for fixing application security inside a growth company who can little afford to slow down-- or suffer the pain of the inevitable breach if the situation doesn’t improve.​Jack & Dave’s conversation with Josh on ML lays down many of the basics and is intended to be a rough primer for future episodes where we will further explore the topic. We discuss how ML projects often take much more preparation than originally planned and topics that range from class imbalances, the differences between supervised/unsupervised ML, a starte