Evaluating Architectural Safeguards for Uncertain AI Black-Box Components

Evaluating Architectural Safeguards for Uncertain AI Black-Box Components
Author: Scheerer, Max
Publisher: KIT Scientific Publishing
Total Pages: 472
Release: 2023-10-23
Genre:
ISBN: 373151320X


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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.


Evaluating Architectural Safeguards for Uncertain AI Black-Box Components
Language: en
Pages: 472
Authors: Scheerer, Max
Categories:
Type: BOOK - Published: 2023-10-23 - Publisher: KIT Scientific Publishing

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Although tremendous progress has been made in Artificial Intelligence (AI), it entails new challenges. The growing complexity of learning tasks requires more co
Context-based Access Control and Attack Modelling and Analysis
Language: en
Pages: 350
Authors: Walter, Maximilian
Categories:
Type: BOOK - Published: 2024-07-03 - Publisher: KIT Scientific Publishing

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This work introduces architectural security analyses for detecting access violations and attack paths in software architectures. It integrates access control po
A Reference Structure for Modular Model-based Analyses
Language: en
Pages: 398
Authors: Koch, Sandro Giovanni
Categories:
Type: BOOK - Published: 2024-04-25 - Publisher: KIT Scientific Publishing

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In this work, the authors analysed the co-dependency between models and analyses, particularly the structure and interdependence of artefacts and the feature-ba
Artificial Intelligence in Ophthalmology
Language: en
Pages: 280
Authors: Andrzej Grzybowski
Categories: Medical
Type: BOOK - Published: 2021-10-13 - Publisher: Springer Nature

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This book provides a wide-ranging overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. Expertly w
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
Language: en
Pages: 435
Authors: Wojciech Samek
Categories: Computers
Type: BOOK - Published: 2019-09-10 - Publisher: Springer Nature

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The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting fac