Anomaly Detection in Log Files: A Comprehensive Guide - Tapa blanda

Roy Chowdhury, Tathagata

 
9786207807062: Anomaly Detection in Log Files: A Comprehensive Guide
Tapa blanda
ISBN 10: 6207807065 ISBN 13: 9786207807062
Editorial: LAP Lambert Academic Publishing, 2024

Sinopsis

"Anomaly Detection in Log Files: A Comprehensive Guide" by Tathagata Roy Chowdhury is an in-depth exploration of the methodologies and techniques used to identify anomalies in log files. This guide delves into the critical role of anomaly detection in enhancing cybersecurity and system monitoring by identifying unusual patterns and behaviors in data that deviate from the norm. The book begins with an introduction to AI and machine learning, providing a solid foundation for understanding the advanced techniques discussed later. Key chapters cover various aspects such as the architecture of distributed database management systems, data collection, data cleaning, and the creation of CSV files. The guide emphasizes the importance of data preparation, visualization, and the use of confusion matrices to evaluate model performance. By offering a detailed review of supervised methods and a thorough analysis of web servers, this book is an invaluable resource for both beginners and advanced practitioners in the field of anomaly detection.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP Lambert Academic Publishing
Año de publicación
2024
Idioma
Inglés
ISBN 10 
6207807065
ISBN 13 
9786207807062
Encuadernación
Tapa blanda
Número de páginas
84
Contacto del fabricante
no disponible
Persona responsable
no disponible