Defending the network. Detection and Diagnosis of Anomalies

Noemí Marta Fuentes-García; José Camacho; Gabriel Maciá-Fernández

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.

Research areas:

• Intrusion detection and protection
• Data processing and networkmetrics

Year:

2017

Type of Publication:

In Proceedings

Keywords:

Anomaly Detection; PCA; MSNM; MSPC; Anomaly Diagnosis; Smearing; Network Monitoring

ISSN:

CITI-C-Co