Search Results for author: Carlos Catania

Found 4 papers, 0 papers with code

Beyond Random Split for Assessing Statistical Model Performance

no code implementations4 Sep 2022 Carlos Catania, Jorge Guerra, Juan Manuel Romero, Gabriel Caffaratti, Martin Marchetta

Even though a train/test split of the dataset randomly performed is a common practice, could not always be the best approach for estimating performance generalization under some scenarios.

DNS Tunneling: A Deep Learning based Lexicographical Detection Approach

no code implementations11 Jun 2020 Franco Palau, Carlos Catania, Jorge Guerra, Sebastian Garcia, Maria Rigaki

Domain Name Service is a trusted protocol made for name resolution, but during past years some approaches have been developed to use it for data transfer.

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