iGPCA: interactive GPCA analysis

iGPCA is new visualization tool for network-wide intrusion detection. It is based in multivariate anomaly detection with a new algorithm called Group-wise Principal Component Analysis (GPCA). Combining this methodology with the capabilities of interactive visualization, the resulting tool is a highly flexible and intuitive interface that allows the user to navigate through the enormous amount of data collected in the network, in order to find anomalous or unexpected behaviours.

Therón Sánchez, R., Magán-Carrión, R., Camacho, J. & Maciá-Fernández, G., Network-wide intrusion detection supported by multivariate analysis and interactive visualization in VizSec 2017, Phoenix, AZ, USA, IEEE, October 2017

Video demonstration