Atdhe Buja | AI and ML-Driven Cybersecurity. Industrial IoT and WSN with Python Scripting (2025) [PDF, EPUB]
Автор: Atdhe Buja
Издательство: CRC Press
ISBN: 978-1041051411, 978-1040694640
Жанр: Privacy & Online Safety, Computer Network Security
Язык: Английский
Формат: PDF, EPUB
Качество: Изначально электронное (ebook)
Иллюстрации: Черно-белые
Описание: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 lifecycle—from data collection and EDA to model development and deployment—with 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 systems—start here.
Preface
hapapter 1 Cybersecurity for IIIIoT and WSNSNs
hapapter 2 Data Sources for Predictive Cybersecurity
hapapter 3 Data Analalytics
hapapter 4 Explploratory Data Analalysis (EDEDA) for Cybersecurity Insights
hapapter 5 The Cybersecurity Model Design
hapapter 6 The AI ML Model Developmpment for IIIIoT and WSNSN Security
hapapter 7 The Cybersecurity Model Deplployment
hapapter 8 Artificialal Intelllligence in IIIIoT and WSNSN Security
hapapter 9 Research Insights
hapapter 10 The Path Ahead
BIBLIOGRAPHY
Скриншоты:
Время раздачи: с 10 до 20 (минимум до появления первых 3-5 скачавших) 
