Adaptive Autonomous Secure Cyber Systems
This book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include: Game and control theory-based moving target defenses (MTDs) and adaptive cyber defenses (ACDs) for fully autonomous cyber operations;The ext
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nomous Secure Cyber Systems
Adaptive Autonomous Secure Cyber Systems
Sushil Jajodia • George Cybenko V.S. Subrahmanian • Vipin Swarup Cliff Wang • Michael Wellman Editors
Adaptive Autonomous Secure Cyber Systems
Editors Sushil Jajodia Center for Secure Information Systems George Mason University Fairfax, VA, USA
George Cybenko Thayer School of Engineering Dartmouth College Hanover, NH, USA
V.S. Subrahmanian Department of Computer Science Dartmouth College Hanover, NH, USA
Vipin Swarup MS T310 MITRE Corporation McLean, VA, USA
Cliff Wang Computing and Information Science Division Army Research Office Durham, NC, USA
Michael Wellman Computer Science & Engineering University of Michigan Ann Arbor, MI, USA
ISBN 978-3-030-33431-4 ISBN 978-3-030-33432-1 (eBook) https://doi.org/10.1007/978-3-030-33432-1 © Springer Nature Switzerland AG 2020 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG. The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
Autonomy in physical and cyber systems promises to revolutionize cyber operations. The ability of autonomous systems to execute at scales, scopes, and tempos exceeding those of humans and human-controlled systems will introduce entirely new types of cyber defense strategies and tactics, especially in highly contested physical and cyber environments. The development and automation of cyber strategies that are responsive to autonomous adversaries pose basic new technical challenges for cyber security. The recent advances in adaptive cyber defense (ACD) have developed a range of new ACD techniques and methodologies for reasoning in an adaptive environment. Building on that work, this book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include: • T
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