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.