An investigation of challenges encountered when specifying training data and runtime monitors for safety critical ML applications

Hans-Martin Heyn, Eric Knauss, Iswarya Malleswaran +1

Context and motivation: The development and operation of critical software that contains machine learning (ML) models requires diligence and established processes. Especially the t…