Group-Wise Principal Component Analysis for Exploratory Intrusion Detection

Intrusion detection is a relevant layer of cybersecurity to prevent hacking and illegal activities from happening on the assets of corporations. Anomaly-based Intrusion Detection Systems perform an unsupervised analysis on data collected from the network and end systems, in order to identify singula...

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Bibliographic Details
Main Authors: Jose Camacho, Roberto Theron, Jose M. Garcia-Gimenez, Gabriel Macia-Fernandez, Pedro Garcia-Teodoro
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8795478/