Детальная информация

"This book explores the use of machine learning and deep learning applications in the areas of cyber security and cyber-attack handling mechanisms"--.

• Cover
• Title Page
• Copyright Page
• Book Series
• List of Contributors
• Table of Contents
• Detailed Table of Contents
• Foreword
• Preface
• Acknowledgment
• Chapter 1: Review on Intelligent Algorithms for Cyber Security
• Chapter 2: A Review on Cyber Security Mechanisms Using Machine and Deep Learning Algorithms
• Chapter 3: Review on Machine and Deep Learning Applications for Cyber Security
• Chapter 4: Applications of Machine Learning in Cyber Security Domain
• Chapter 5: Applications of Machine Learning in Cyber Security
• Chapter 6: Malware and Anomaly Detection Using Machine Learning and Deep Learning Methods
• Chapter 7: Cyber Threats Detection and Mitigation Using Machine Learning
• Chapter 8: Hybridization of Machine Learning Algorithm in Intrusion Detection System
• Chapter 9: A Hybrid Approach to Detect the Malicious Applications in Android-Based Smartphones Using Deep Learning
• Chapter 10: Anomaly-Based Intrusion Detection
• Chapter 11: Traffic Analysis of UAV Networks Using Enhanced Deep Feed Forward Neural Networks (EDFFNN)
• Chapter 12: A Novel Biometric Image Enhancement Approach With the Hybridization of Undecimated Wavelet Transform and Deep Autoencoder
• Chapter 13: A 3D-Cellular Automata-Based Publicly-Verifiable Threshold Secret Sharing
• Chapter 14: Big Data Analytics for Intrusion Detection
• Chapter 15: Big Data Analytics With Machine Learning and Deep Learning Methods for Detection of Anomalies in Network Traffic
• Chapter 16: A Secure Protocol for High-Dimensional Big Data Providing Data Privacy
• Chapter 17: A Review of Machine Learning Methods Applied for Handling Zero-Day Attacks in the Cloud Environment
• Chapter 18: Adoption of Machine Learning With Adaptive Approach for Securing CPS
• Chapter 19: Variable Selection Method for Regression Models Using Computational Intelligence Techniques
• Compilation of References
• About the Contributors
• Index