Evaluating Architectural Safeguards for Uncertain AI Black-Box Components

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Evaluating Architectural Safeguards for Uncertain AI Black-Box Components is written by Scheerer, Max and published by KIT Scientific Publishing. It's available with International Standard Book Number or ISBN identification 373151320X (ISBN 10) and 9783731513209 (ISBN 13).

Although tremendous progress has been made in Artificial Intelligence (AI), it entails new challenges. The growing complexity of learning tasks requires more complex AI components, which increasingly exhibit unreliable behaviour. In this book, we present a model-driven approach to model architectural safeguards for AI components and analyse their effect on the overall system reliability.