@conference{502017, author = "Fuentes-Garc{\'i}a, Noem{\'i} Marta and Camacho, Jos{\'e} and Maci{\'a}-Fern{\'a}ndez, Gabriel ", abstract = "Talk at CITIC about our work as a part of the VERITAS project (TIN2014-60346-R). Our work is focused on defending the network by monitoring the network traffic. To do this we use the Multivariate Statistical Process Monitoring (MSNM). We detect and diagnose anomalies on a network creating a model of Normal Operation Condition (NOC) for known data and this help the analysts to identify the root causes of a given anomalous behavior in the network.", issn = "CITIC-Coffees", keywords = "Anomaly Detection;PCA;MSNM;MSPC;Anomaly Diagnosis;Smearing;Network Monitoring", title = "{D}efending the network. {D}etection and {D}iagnosis of {A}nomalies", year = "2017", }