Enhancing the effectiveness and scalability of cyber security through automation and artificial intelligence

May 25, 2022 | Free CS Hub Online Event

Dr Garfield Jones

Associate Chief of Strategic Technology US Department of Homeland Security

Agenda Day: 25 May 2022

11:00 AM AI and machine learning for cyber security: challenges and limitations

  • How can we develop robust machine learning systems with limited cyber security training data?  
  • Are role-based systems limited by the complexity of their decision trees? How should we respond when analysts no longer understand the decision tree? 
  • What are the limits to an AI model’s ability to recognise new types of threat, and how can we minimise these risks?