Advanced Techniques for Anomaly Detection: Beyond the Basics

Advanced Techniques for Anomaly Detection: Beyond the Basics book cover

Advanced Techniques for Anomaly Detection: Beyond the Basics

Author(s): Abdul Wahid (Editor), Praveen Kumar Donta

  • Publisher: CRC Press
  • Publication Date: 8 May 2025
  • Edition: 1st
  • Language: English
  • Print length: 188 pages
  • ISBN-10: 1032729309
  • ISBN-13: 9781032729305

Book Description

This book is a comprehensive guide that explores the latest developments in anomaly detection techniques across a range of fields, including cybersecurity, finance, image processing, sensor networks, social network analysis, health systems, and IoT systems. With 6 chapters covering various topics such as deep learning-based anomaly detection, feature selection and extraction techniques, ensemble methods, and evaluation metrics, this book offers a comprehensive understanding of advanced anomaly detection techniques and their applications in different fields. This book will be an excellent resource for researchers, practitioners, and students interested in anomaly detection and its applications in various domains.

Editorial Reviews

About the Author

Abdul Wahid, PhD, Department of Computer Science and Engineering, Indian Institute of Information Technology, Dharwad, India.

Praveen Kumar Donta, PhD, Department of Computer and Systems Sciences, Stockholm, Sweden.

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