Anomaly Detection as a Service is popular PDF and ePub book, written by Danfeng (Daphne)Yao in 2022-06-01, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Anomaly Detection as a Service can be Read Online from any device for your convenience.
Anomaly Detection as a Service Book PDF Summary
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.
Detail Book of Anomaly Detection as a Service PDF
- Author : Danfeng (Daphne)Yao
- Release : 01 June 2022
- Publisher : Springer Nature
- ISBN : 9783031023545
- Genre : Computers
- Total Page : 157 pages
- Language : English
- PDF File Size : 9,8 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Anomaly Detection as a Service by Danfeng (Daphne)Yao, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.