UGR'16: A New Dataset for the Evaluation of Cyclostationarity-Based Network IDSs

The dataset presented here is built with real traffic and up-to-date attacks. These data come from several netflow v9 collectors strategically located in the network of a spanish ISP. It is composed of two differentiated sets of data that are previously split in weeks:

The main advantage of this dataset over previous ones is its usefulness for evaluating IDSs that consider long-term evolution and traffic periodicity. Models that consider differences in daytime/night or labour weekdays/weekends can also be trained and evaluated with it.


Reference:
Gabriel Maciá Fernández, José Camacho, Roberto Magán-Carrión, Pedro García-Teodoro, Roberto Theron, Ugr'16: a new dataset for the evaluation of cyclostationarity-based network IDSs, In Computers & Security, 2017
Author paper version available for download by clicking here


August 5 weeks

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From 08/01/2016 to 08/07/2016

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From 08/08/2016 to 08/14/2016

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From 08/15/2016 to 08/21/2016

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From 08/22/2016 to 08/28/2016

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Week #5

08/29/2016

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