Modern Anomaly Detection: Benchmarking, Scalability and a Novel Approach

Modern Anomaly Detection: Benchmarking, Scalability and a Novel Approach

Anomaly detection consists in automatically detecting the most unusual elements in a data set. Anomaly detection applications emerge in domains such as computer security, system monitoring, fault detection, and wireless sensor networks. The strategic importance of detecting anomalies in these domain...

Full description

Bibliographic Details
Main Author: Pasupathipillai, Sivam
Other Authors: Velegrakis, Ioannis
Format: Doctoral Thesis
Language:English
Published: Università degli studi di Trento 2020
Subjects:
anomaly detection
outlier detection
evaluation
scalability
data management
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
Online Access:http://hdl.handle.net/11572/281952

Internet

http://hdl.handle.net/11572/281952

Similar Items