Leon Reznik - Intelligent Security Systems
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Intelligent Security Systems: краткое содержание, описание и аннотация
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Dramatically improve your cybersecurity using AI and machine learning Intelligent Security Systems,
Intelligent Security Systems
Intelligent Security Systems
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IEEE Press445 Hoes Lane Piscataway, NJ 08854
IEEE Press Editorial BoardEkram Hossain, Editor in Chief
Jón Atli Benediktsson | Xiaoou Li | Jeffrey Reed |
Anjan Bose | Lian Yong | Diomidis Spinellis |
David Alan Grier | Andreas Molisch | Sarah Spurgeon |
Elya B. Joffe | Saeid Nahavandi | Ahmet Murat Tekalp |
Intelligent Security Systems
How Artificial Intelligence, Machine Learning and Data Science Work For and Against Computer Security
Leon Reznik
Rochester Institute of Technology, Rochester, New York, USA
Copyright © 2022 by The Institute of Electrical and Electronics Engineers, Inc.
All rights reserved.
Published by John Wiley & Sons, Inc., Hoboken, New Jersey.
Published simultaneously in Canada.
No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Section 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per‐copy fee to the Copyright Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, (978) 750‐8400, fax (978) 750‐4470, or on the web at www.copyright.com. Requests to the Publisher for permission should be addressed to the Permissions Department, John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, (201) 748‐6011, fax (201) 748‐6008, or online at http://www.wiley.com/go/permissions.
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Library of Congress Cataloging‐in‐Publication Data Applied for :
ISBN: 9781119771531
Cover Design: Wiley
Cover Image: © AerialPerspective Works/E+/Getty Images
To my family, Alexandra, Dmitry, Michelle, and my students
Acknowledgments
Many organizations and individuals helped this book to appear, including my colleagues, students, editorial staff, family, and friends.
I would like to thank all of you but have to limit the list of names.
Thank you very much:
Adam, Adrian, Adwait, Aileen, Akhil, Akshay, Alex, Alok, Amit, Arpit, Ashwin, Andrew, Andrey, Ankan, Anna, Anthony, Asif, Ayush, Benjamin, Brian, Carl, Chinmay, Christian, Darrell, Devang, Dhaval, Dhivya, Dileep, Dinesh, Dmitry, Elisa, Forum, Gaurav, George, Greg, Howard, Igor, James, Jeffrey, Jeton, Jinesh, Jody, Joe, Josh, Juan, Juliet, Justin, Karl, Karteek, Krishna, Kurt, Maninder, Mansha, Matthew, Michael, Michelle, Milan, Mohammed, Mohan, Ninad, Ninel, Olga, Omar, Parinitha, Parth, Pooja, Praful, Punit, Qiaoran, Raja, Ravina, Renzil, Richard, Rishi, Robert, Rohan, Rohit, Roman, Ron, Sagar, Sahil, Salil, Samir, Sanjay, Sandhya, Saransh, Saurabh, Scott, Sergey, Shashank, Shravya, Simran, Stanislaw, Sudhish, Suraj, Suresh, Swati, Tayeb, Tejas, Utsav, Vanessa, Virendra, and Vladik.
At last but not at least, I want to acknowledge that some research reported in this book was supported in part by the following recent grants provided by:
National Science Foundation (award # ACI‐1547301),
National Security Agency (award # H98230‐I7‐l‐0200), and
US Military Academy/DoD (award # W911NF2010337).

Introduction
I.1 Who Is This Book For?
This book’s main goal is to provide helpto its readers and users:
students in computer security, science, engineering, IT and information systems‐related fields, both undergraduate and graduate, looking for a textbook to gain the knowledge and skills at the intersection of computer security and artificial intelligence, machine learning, and data science domains;
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