Deep Learning Approaches to Cloud Security

1 Chapter 3 Table 3.1 Feature extraction techniques [8]. Table 3.2 Classification techniques.

2 Chapter 6Table 6.1 Classified results of classifiers.Table 6.2 Random forest classification report.Table 6.3 Naïve bayes classification report.Table 6.4 Support vector machine classification report.

3 Chapter 7Table 7.1 Confusion matrix - hold out method.Table 7.2 Confusion matrix - K-fold method.Table 7.3 Evaluation variables.

1 Cover

2 Table of Contents

3 Title Page

4 Copyright

5 Foreword

6 Preface

7 Begin Reading

8 About the Editors

9 Index

10 End User License Agreement

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Scrivener Publishing100 Cummings Center, Suite 541J Beverly, MA 01915-6106

Advances in Cyber Security

Series Editors: Rashmi Agrawal and D. Ganesh Gopal

Scope:purpose of this book series is to present books that are specifically designed to address the critical security challenges in today's computing world including cloud and mobile environments and to discuss mechanisms for defending against those attacks by using classical and modern approaches of cryptography, blockchain and other defense mechanisms. The book series presents some of the state-of-the-art research work in the field of blockchain, cryptography and security in computing and communications. It is a valuable source of knowledge for researchers, engineers, practitioners, graduates, and doctoral students who are working in the field of blockchain, cryptography, network security, and security and privacy issues in the Internet of Things (IoT). It will also be useful for faculty members of graduate schools and universities. The book series provides a comprehensive look at the various facets of cloud security: infrastructure, network, services, compliance and users. It will provide real-world case studies to articulate the real and perceived risks and challenges in deploying and managing services in a cloud infrastructure from a security perspective. The book series will serve as a platform for books dealing with security concerns of decentralized applications (DApps) and smart contracts that operate on an open blockchain. The book series will be a comprehensive and up-to-date reference on information security and assurance. Bringing together the knowledge, skills, techniques, and tools required of IT security professionals, it facilitates the up-to-date understanding required to stay one step ahead of evolving threats, standards, and regulations.

Publishers at Scrivener

Martin Scrivener ( martin@scrivenerpublishing.com) Phillip Carmical ( pcarmical@scrivenerpublishing.com)

Edited by

Pramod Singh Rathore

Vishal Dutt

Rashmi Agrawal

Satya Murthy Sasubilli

and

Srinivasa Rao Swarna

This edition first published 2022 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA

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