Name: Anomaly Detection in log Files: A Comprehensive Guide (en Inglés)
Price: 61.94 USD
Availability: InStock
Author: Tathagata Roy Chowdhury
ISBN: 9786207807062

portada Anomaly Detection in log Files: A Comprehensive Guide (en Inglés)

Anomaly Detection in log Files: A Comprehensive Guide (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

Tathagata Roy Chowdhury

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9786207807062

Anomaly Detection in log Files: A Comprehensive Guide (en Inglés)

Tathagata Roy Chowdhury (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Anomaly Detection in log Files: A Comprehensive Guide (en Inglés)"

"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.