Artificial Intelligence Safety and Security

Roman V. Yampolskiy

© 2018 - Chapman and Hall/CRC
August 7, 2018 Forthcoming
Reference - 444 Pages - 35 B/W Illustrations
ISBN 9780815369820 - CAT# K338032
Series: Chapman & Hall/CRC Artificial Intelligence and Robotics Series

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Features

  • Introduces AI Safety and Security and defines concepts necessary to formalize its study
  • Describes a number of AI Safety and Security mechanisms
  • Defines the field of AI Safety and Security which is at the intersection of computer security and AI
  • Serves as a reference for Cybersecurity experts working on AI
  • Addresses reward engineering and the theory of Value Alignment

Summary

The history of robotics and artificial intelligence in many ways is also the history of humanity’s attempts to control such technologies. From the Golem of Prague to the military robots of modernity, the debate continues as to what degree of independence such entities should have and how to make sure that they do not turn on us, its inventors. Numerous recent advancements in all aspects of research, development and deployment of intelligent systems are well publicized but safety and security issues related to AI are rarely addressed. This book is proposed to mitigate this fundamental problem. It is comprised of chapters from leading AI Safety researchers addressing different aspects of the AI control problem as it relates to the development of safe and secure artificial intelligence. The book is the first edited volume dedicated to addressing challenges of constructing safe and secure advanced machine intelligence.

The chapters vary in length and technical content from broad interest opinion essays to highly formalized algorithmic approaches to specific problems. All chapters are self-contained and could be read in any order or skipped without a loss of comprehension.