Autonomous profile-based anomaly detection system using principal component analysis and flow analysis

G Fernandes Jr, JJPC Rodrigues, ML Proenca Jr - Applied Soft Computing, 2015 - Elsevier
Different techniques and methods have been widely used in the subject of automatic
anomaly detection in computer networks. Attacks, problems and internal failures when not …

Autonomous profile-based anomaly detection system using principal component analysis and flow analysis

G Fernandes, JJPC Rodrigues, ML Proença - Applied Soft Computing, 2015 - dl.acm.org
An original anomaly detection system using principal component analysis is proposed. Our
system was evaluated using real traffic data from a university. PCA proved effective in …

Autonomous profile-based anomaly detection system using principal component analysis and flow analysis

G Fernandes, JJPC Rodrigues, ML Proença - Applied Soft Computing, 2015 - infona.pl
Different techniques and methods have been widely used in the subject of automatic
anomaly detection in computer networks. Attacks, problems and internal failures when not …

[PDF][PDF] Autonomous profile-based anomaly detection system using principal component analysis and flow analysis

G Fernandes Jr, JJPC Rodrigues… - Applied Soft …, 2015 - academia.edu
abstract Different techniques and methods have been widely used in the subject of
automatic anomaly detection in computer networks. Attacks, problems and internal failures …