Intelligent Approaches to Cyber Security

著者名：M Shekokar, Narendra (EDT)/Vasudevan, Hari (EDT)/Durbha, Surya S (EDT)/Michalas, Antonis (EDT)/P Nagarhalli, Tatwadarshi (EDT)

Chapman and Hall/CRC（2023/10/11発売）

• 言語：ENG
• ISBN：9781032527697
• eISBN：9781000961652

Description

Intelligent Approach to Cyber Security provides details on the important cyber security threats and its mitigation and the influence of Machine Learning, Deep Learning and Blockchain technologies in the realm of cyber security.

Features:

• Role of Deep Learning and Machine Learning in the Field of Cyber Security
• Using ML to defend against cyber-attacks
• Using DL to defend against cyber-attacks
• Using blockchain to defend against cyber-attacks

This reference text will be useful for students and researchers interested and working in future cyber security issues in the light of emerging technology in the cyber world.

Table of Contents

          Section 1: Introduction to ML in Cyber Security

1. Introduction and Importance of ML techniques in Cyber Security

Dr. Mrs Gresha Bhatia¹, Dr. Narendra M. Shekokar² and Dr. Tatwadarshi P. Nagarhalli³

2. Review of Machine Learning approaches in the Field of Healthcare

Uttara Gogate and Ms. Harshita Bhagwat

3. Scope of Machine Learning and Blockchain in Cyber Security

Rohini Patil1, Monika Mangla, Smita Bansod

Section 2: Defending Cyber Attack using Machine Learning

4. Detection of Spear Phishing using Natural Language Processing

Deep Gandhi, Jash Mehta, Ramchandra Mangrulkar

5. A Study of Recent Techniques to detect zero-day Phishing attacks

Sharvari Patil and Dr. Narendra M. Shekokar

6. Analysis of Intelligent techniques for Financial Fraud detection

Narendra Shekokar, Aditi Vora

7. Evaluation of Learning Techniques for Intrusion Detection System

Dr. Tatwadarshi P. Nagarhalli, Dr. Ashwini M. Save and Dr. Narendra M. Shekokar

Section 3: Defending Cyber Attack using Deep Learning

8. Deep Neural Networks for Cybersecurity

Bhavi Dave, Prof. Aruna Gawade

9. Deep Learning in Malware Identification and Classification

Amruta Hingmire, Jyoti Mante, Priyanka Bhatele, Swati Sinha, Swati Jadhav, Pallavi Shimpi, Dr. Uma Pujeri

Section 4: Defending Cyber Attack using Advance Technology

10. Cyber threat mitigation using Machine Learning, Deep Learning, Artificial Intelligence, and Blockchain

Snehal Paddalwar, Leena Ragha, Vanita Mane

11. Behavioral Monitor and Blocker of a Cyber Malware using Block chain, Machine learning and VAPT

Sulakshana Bhausaheb Mane, M.Z.Shaikh, Mangesh M. Ghonge

12. Quantum Safe Cryptography

          Kunal Mohan Meher