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Evaluating Architectural Safeguards for Uncertain AI Black-Box Components
Language: en
Pages: 472
Authors: Scheerer, Max
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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
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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
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Authors: Koch, Sandro Giovanni
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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
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Computers
Type: BOOK - Published: 2020 - Publisher: Lulu.com

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This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp
Regulating Artificial Intelligence
Language: en
Pages: 391
Authors: Thomas Wischmeyer
Categories: Law
Type: BOOK - Published: 2019-11-29 - Publisher: Springer Nature

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This book assesses the normative and practical challenges for artificial intelligence (AI) regulation, offers comprehensive information on the laws that current