Transforming Cybersecurity with Machine Learning

Thakur, Kutub/ Khan Pathan, Al-Sakib

CRC Press（2025/12発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 259 p.
• 言語 ENG
• 商品コード 9781041171683
• DDC分類 005.80285631

Full Description

This book provides an in-depth exploration of the dynamic intersection between machine learning (ML) and cybersecurity, offering a detailed analysis of how these technologies are reshaping the security landscape. It tracks the significant progress of machine learning in the context of cybersecurity, providing insights into the latest advancements, emerging trends, and the challenges ahead. Crafted with a discerning audience in mind, this book is a valuable resource for academic researchers, industry practitioners, and students alike. It is particularly suitable for those interested in understanding the transformative role ML plays in modern cybersecurity.

Contents

1. An overview of the machine learning role in cybersecurity transformation. 2. Machine learning (ML). 3. Understanding data, datasets, and training for ML. 4. Building training and testing datasets. 5. Data analytics. 6. Deep learning and neural networks. 7. Modern cybersecurity tools. 8. Machine learning in cybersecurity. 9. ML-powered top platforms.