Compact entry: Trustworthy AI in the automotive sector

A cooperative training course between
Fraunhofer IAIS and SGS-TÜV Saar

The safety of vehicle functions has now become a high priority in the established development processes of the automotive industry. However, the use of AI in safety-critical applications in particular is associated with many challenges. The procedure established in classic systems for building a safety argumentation is not directly transferable. The compact seminar provides an introduction to the problem and gives an overview of the state of standardization and technology.

This training course will give you an overview of the connections between the safety of vehicle functions and artificial intelligence in the automotive sector and provide you with a good introduction to the safety of automated driving.

Dauer: 1 day

Course content

Functionality, challenges and solution strategies for the use of AI in safety-critical applications

Introduction to the basic functioning of AI
Challenges posed by the data-driven approach of machine learning with regard to generalizability
Solution approach of a basic procedure for building an evidence-based safety argumentation

Status of standardization

Overview of standards for functional safety and AI in the automotive sector
Introduction to functional safety according to ISO 26262 and ISO 21448 (SOTIF) for the realization of highly automated driving functions
Activities of the standards situation for the safety verification of AI

Specification of the operational design domain

Definition & delimitation of the areas of application - Operational Design Domain (ODD)
Overview of existing approaches and initiatives for the specification of the ODD (OpenDrive, OpenScenario)

Safeguarding AI