Cyber Security Using Modern Technologies : Artificial Intelligence, Blockchain and Quantum Cryptography

著者名：Pal, Om (EDT)/Kumar, Vinod (EDT)/Khan, Rijwan (EDT)/Alam, Bashir (EDT)/Alam, Mansaf (EDT)

CRC Press（2023/08/02発売）

• 言語：ENG
• ISBN：9781032213194
• eISBN：9781000908060

Description

The main objective of this book is to introduce cyber security using modern technologies such as Artificial Intelligence, Quantum Cryptography, and Blockchain. This book provides in-depth coverage of important concepts related to cyber security. Beginning with an introduction to Quantum Computing, Post-Quantum Digital Signatures, and Artificial Intelligence for cyber security of modern networks and covering various cyber-attacks and the defense measures, strategies, and techniques that need to be followed to combat them, this book goes on to explore several crucial topics, such as security of advanced metering infrastructure in smart grids, key management protocols, network forensics, intrusion detection using machine learning, cloud computing security risk assessment models and frameworks, cyber-physical energy systems security, a biometric random key generator using deep neural network and encrypted network traffic classification. In addition, this book provides new techniques to handle modern threats with more intelligence. It also includes some modern techniques for cyber security, such as blockchain for modern security, quantum cryptography, and forensic tools. Also, it provides a comprehensive survey of cutting-edge research on the cyber security of modern networks, giving the reader a general overview of the field. It also provides interdisciplinary solutions to protect modern networks from any type of attack or manipulation. The new protocols discussed in this book thoroughly examine the constraints of networks, including computation, communication, and storage cost constraints, and verifies the protocols both theoretically and experimentally. Written in a clear and comprehensive manner, this book would prove extremely helpful to readers. This unique and comprehensive solution for the cyber security of modern networks will greatly benefit researchers, graduate students, and engineers in the fields of cryptography and network security.

Table of Contents

Preface

Acknowledgments

Editors

List of Contributors

Chapter 1 Quantum Computing: A Global Scenario

Om Pal, Vinod Kumar, Vinay Thakur, and Bashir Alam

Chapter 2 Post-Quantum Digital Signatures

N. Sarat Chandra Babu and M. Prem Laxman Das

Chapter 3 Analysis of Quantum Computing with Food Processing Use Case

Dhaval S. Jha, Het Shah, and Jai Prakash Verma

Chapter 4 Security of Modern Networks and Its Challenges

Apurv Garg, Bhartendu Sharma, Anmol Gupta, and Rijwan Khan

Chapter 5 Security and Performance Analysis of Advanced Metering Infrastructure in Smart Grid and Use of Blockchain in Security Perspective

Khushboo Gupta and Vinod Kumar

Chapter 6 Computation and Storage Efficient Key Distribution Protocol for Secure Multicast Communication in Centralized Environments

Vinod Kumar, Khushboo Gupta, Om Pal, Rajendra Kumar, Pradeep Kumar Tiwari, Narendra Kumar Updhyay, and Mukesh Kumar Bhardwaj

Chapter 7 Effective Key Agreement Protocol for Large and Dynamic Groups Using Elliptic Curve Cryptography

Vinod Kumar, Khushboo Gupta, Om Pal, Shiv Prakash, Pravin Kumar, Shiv Veer Singh, Pradeep Kumar Tiwari, and Animesh Tripathi

Chapter 8 Cyber Security Using Artificial Intelligence

Sapna Katiyar

Chapter 9 Cloud Computing: An Overview of Security Risk Assessment Models and Frameworks

Subarna Ghosh, Nafees Mansoor, and Mohammad Shahriar Rahman

Chapter 10 Generating Cyber Threat Intelligence to Discover Potential Security Threats Using Classification and Topic Modeling

Md Imran Hossen, Ashraful Islam, Farzana Anowar, Eshtiak Ahmed, and Mohammed Masudur Rahman

Chapter 11 Cyber-Physical Energy Systems Security: Attacks, Vulnerabilities and Risk Management

Sayada Sonia Akter, Rezwan Ahmed, Ferdous Hasan Khan, and Mohammad Shahriar Rahman

Chapter 12 Intrusion Detection Using Machine Learning

Rijwan Khan, Aditi Tiwari, Aashna Kapoor, and Abhyudaya Mittal

Chapter 13 Network Forensics

Sandeep Kaur, Manjit Sandhu, Sandeep Sharma, and Ravinder Singh Sawhney

Chapter 14 A Deep Neural Network-Based Biometric Random Key Generator for Security Enhancement

Sannidhan M. S., Jason Elroy Martis, and Sudeepa K. B.

Chapter 15 Quantum Computing and Its Real-World Applications

Pawan Mishra, Ravi Kamal Pandey, and Pooja

Chapter 16 Encrypted Network Traffic Classification and Application Identification Employing Deep Learning

Jyoti Mishra and Mahendra Tiwari

Index