How to Assess Robustness of Neural Networks Awareness On-demand Training Course

BSI has developed a 30-minute course that explores the importance and impact of implementing robust deep learning systems. We deep dive into the core of the ISO/IEC 24029-1:2021 standard, exploring all its technical parts and actionable contents. 

In this course, we will introduce the concept of robustness in the context of deep learning systems, by exploring the potential dangers of non-robust neural networks and proposing a workflow for identifying and assessing robustness issues, following ISO/IEC 24029-1:2021.

How will I benefit?

This course will help you:

  • Gain awareness of the meaning of robustness in the context of AI systems, which is a key concept in the forthcoming EU AI regulation
  • Spot where and how robustness concerns may arise
  • Understand the different kinds of robustness issues that one can face in the development and deployment of deep learning systems

Please Note

  1. The course features interactive elements, knowledge checks, and comprehension tests. While we provide an estimated duration on the website, the actual completion time may vary based on your progress.
  2. You'll have access to this course lasting 90 days from activation, allowing you to revisit and review materials whenever and wherever it suits your schedule.