Robustness for neural networks – ISO/IEC 24029-1:2021 introduction on-demand training course

Assessing robustness of AI systems is a crucial part of their development and deployment. Here at BSI, we have developed a course that explores in depth the importance and impact of implementing robust deep learning systems, following the Standard ISO/IEC 24029-1:2021. We deep dive into the core of the standard, exploring all its technical parts and the corresponding actionable contents.

How will I benefit?

This course will help you:

  • Build a toolset of methods that can help identifying robustness issues
  • Understand the different types of data perturbations, and their use in the creation robustness test data sets
  • Design workflows to detect and address robustness concerns
  • Take steps to ensure that the assessment of robustness is part of the development and deployment of AI systems involving neural networks