- English
- ePUB (mobile friendly)
- Available on iOS & Android
About this book
While the Industrial Internet of Things (IIoT) and Wireless Sensor Networks (WSNs) continue to redefine industrial infrastructure, the need for proactive, intelligent, and scalable cybersecurity solutions has never been more pressing. This book provides a hands-on, research-driven guide to building, deploying, and understanding machine learning models tailored for securing IIoT and WSN environments.
Whether you're a student, researcher, or professional, this book takes you through the full data science lifecycleâfrom data collection and EDA to model development and deploymentâwith a special focus on real-world attack detection, anomaly analysis, and predictive defense strategies.
You'll learn:
- How to run a cybersecurity-focused exploratory data analysis (EDA)
- Step-by-step model design, training, and evaluation for threat detection
- Building and deploying web-based AI cybersecurity solutions
- Practical use of Python
- Visualizing attacks and insights to drive decision-making
- Future trends including Edge AI, federated learning, and zero-trust security
This book is intended for cybersecurity professionals working in industrial or smart environments, including smart cities, aerospace, manufacturing, etc. It is also a valuable resource for data scientists and ML engineers applying AI to security, industrial engineers, and university students and educators in computer science, data science, and security. Build secure, data-driven defenses for the next generation of connected systemsâstart here.
Trusted by 375,005 students
Access to over 1 million titles for a fair monthly price.
Study more efficiently using our study tools.
Information
Table of contents
- Cover
- Half-Title Page
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- List of Figures
- List of Tables
- Preface
- 1 Cybersecurity for IIoT and WSNs
- 2 Data Sources for Predictive Cybersecurity
- 3 Data Analytics
- 4 Exploratory Data Analysis (EDA) for Cybersecurity Insights
- 5 The Cybersecurity Model Design
- 6 The AI ML Model Development for IIoT and WSN Security
- 7 The Cybersecurity Model Deployment
- 8 Artificial Intelligence in IIoT and WSN Security
- 9 Research Insights
- 10 The Path Ahead
- Bibliography
Frequently asked questions
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app