Evaluating Architectural Safeguards for Uncertain AI Black-Box Components

• मुख्य लेखक: Scheerer, Max (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: KIT Scientific Publishing 2023
• श्रृंखला: The Karlsruhe Series on Software Design and Quality
• विषय: Mathematics & science; self-adaptive systems; safeguarding AI; architectural reliability analysis; Software engineering; Selbst-Adaptive Systeme; Absicherung von KI; architekturelle Zuverlässigkeitsanalyse; Softwaretechnik
• ऑनलाइन पहुंच: DOAB: download the publication; DOAB: description of the publication

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 architectura...