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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:
Year:
2017
Type of Publication:
In Proceedings
Keywords:
Anomaly Detection; PCA; MSNM; MSPC; Anomaly Diagnosis; Smearing; Network Monitoring
ISSN:
CITI-C-Co
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