Name: Anomaly Detection as a Service: Challenges, Advances, and Opportunities
SKU: 57051932
Price: 73.76 EUR
Availability: InStock
Author: Yao ; Shu, Xiaokui ; Cheng, Long
ISBN: 9783031012266

portada Anomaly Detection as a Service: Challenges, Advances, and Opportunities

Anomaly Detection as a Service: Challenges, Advances, and Opportunities

Type

Physical Book

Author

Publisher

Language

English

Pages

157

Format

Paperback

Dimensions

23.5x19.1x1 cm

Weight

0.31 kg.

ISBN13

9783031012266

Edition No.

Synopsis "Anomaly Detection as a Service: Challenges, Advances, and Opportunities"

Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to detecting insider threats in enterprises, to anti-abuse detection for online social networks. Despite the seemingly diverse application domains, anomaly detection solutions share similar technical challenges, such as how to accurately recognize various normal patterns, how to reduce false alarms, how to adapt to concept drifts, and how to minimize performance impact. They also share similar detection approaches and evaluation methods, such as feature extraction, dimension reduction, and experimental evaluation. The main purpose of this book is to help advance the real-world adoption and deployment anomaly detection technologies, by systematizing the body of existing knowledge on anomaly detection. This book is focused on data-driven anomaly detection for software, systems, and networks against advanced exploits and attacks, but also touches on a number of applications, including fraud detection and insider threats. We explain the key technical components in anomaly detection workflows, give in-depth description of the state-of-the-art data-driven anomaly-based security solutions, and more importantly, point out promising new research directions. This book emphasizes on the need and challenges for deploying service-oriented anomaly detection in practice, where clients can outsource the detection to dedicated security providers and enjoy the protection without tending to the intricate details.

Customers reviews

Have you read this book? Login to add your review.

More customer reviews

0% (0)
0% (0)
0% (0)
0% (0)
0% (0)

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews

Anomaly Detection as a Service: Challenges, Advances, and Opportunities - Yao ; Shu, Xiaokui ; Cheng, Long

Synopsis "Anomaly Detection as a Service: Challenges, Advances, and Opportunities"

Customers reviews

Frequently Asked Questions about the Book

Is the book original?

In what language is the book written?

What is the format of this book?

Questions and Answers about the Book

Opinions about Bookdelivery