4 citations · 12 across the 4 of their papers we have counts for
4 papers
Crypto-ransomware detection using machine learning models in file-sharing network scenario with encrypted traffic
Eduardo Berrueta, Daniel Morato, Eduardo Magaña +1
Ransomware is considered as a significant threat for most enterprises since the past few years. In scenarios wherein users can access all files on a shared server, one infected hos…
KISS methodologies for network management and anomaly detection
Carlos Vega, Javier Aracil, Eduardo Magaña
Current networks are increasingly growing in size and complexity and so is the amount of monitoring data that they produce. As a result, network monitoring systems have to scale ac…
Evaluation of the performance challenges in automatic traffic report generation with huge data volumes
Carlos Vega Moreno, Eduardo Miravalls Sierra, Guillermo Julián Moreno +3
In this paper we analyze the performance issues involved in the generation of auto- mated traffic reports for large IT infrastructures. Such reports allows the IT manager to proact…
Duplicate detection methodology for IP network traffic analysis
Inaki Ucar, Daniel Morato, Eduardo Magana +1
Network traffic monitoring systems have to deal with a challenging problem: the traffic capturing process almost invariably produces duplicate packets. In spite of this, and in con…