When the Internet was all shiny and new, everyone rushed to deploy technology, applications, e-commerce and customer portals with only a fleeting concern for security. Fast forward a couple of decades and security has become one of the most important and pressing issues in the on-line world.
Machine Learning is currently sitting in that same shiny and new phase. Everyone is racing to deploy their machine learning applications such as: policing using facial recognition, self-driving cars, to relying on machine learning algorithms to make critical business decisions. But just like the early days of the Internet, security concerns around machine learning are rarely acknowledged or addressed. This creates the perfect storm and provides the ideal environment for the hackers and malicious players in the world to launch an attack.
Join ProTech and our Machine Learning Specialist, Rod Davison for a free 30 minute webinar on Tuesday October 8th at 12noon. The first part of this presentation will examine the security vulnerabilities of machine learning systems from algorithm design to training methodologies to operational deployment. You will learn about the types of attacks that could be used to subvert, compromise or render machine learning systems inoperable. We will cover the risk implications, which are staggering, and look at how mission critical these systems can be without proper testing and security implementation.
The second part of this presentation will describe how many of the security protocols, testing methods and best practices in other areas can be adapted to develop robust security models for machine learning systems. Register today!