White Paper Machine Learning in Certified Systems

Understand

Machine Learning (ML) seems to be one of the most promising solution to automate partially or completely some of the complex tasks currently realized by humans, such as driving vehicles, recognizing voice, etc.

• It is also an opportunity to implement and embed new capabilities out of the reach of classical implementation techniques.
• However, ML techniques introduce new potential risks.
• Therefore, they have only been applied in systems where their benefits are considered worth the increase of risk.