Evaluating architectural safeguards for uncertain AI black-box components / by Max Scheerer.

Format:

Book

Author/Creator:

Scheerer, Max, author.

Series:

Karlsruhe Series on Software Design and Quality ; 1867-0067. band 39

Karlsruhe Series on Software Design and Quality, 1867-0067 ; band 39

Language:

English

Subjects (All):

Artificial intelligence.

Self-adaptive software.

Artificial intelligence--Safety measures.

Physical Description:

1 online resource

Other Title:

Evaluating architectural safeguards for uncertain artificial intelligence black-box components

Place of Publication:

Karlsruhe : KIT Scientific Publishing, [2023]

Summary:

"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."--Publisher's website.

Notes:

Includes bibliographical references.

Open access. This is an Open Access book distributed under the terms of the Creative Commons Attribution + ShareAlike 4.0 (CC BY-SA) license, which enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. Copyright is retained by the author(s).

Description based on website home page, viewed February 20, 2024.