Serial Number: 12
Year: 2009
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 79K flows
Features Count:
No. of citations: 272
Attack Type: N/A
Download Links: http://netweb.ing.unibs.it/~ntw/tools/traces/
Abstract: The UNIBS 2009 dataset, like LBNL, was not designed for detection of intrusion. It is still added to the list because it is mentioned in other works. To identify applications network traffic based on their flow (like Skype, mail clients or web browsers) Gringoli et al. used the dataset. UNIBS 2009 includes approximately “79,000” flows that do not exhibit malicious behaviour. Network traffic is not classified as attack or normal because the labels only define the flow's application protocols. As a result, the property label is set to no in the categorization scheme. The dataset is freely accessible to the public. Table 9 shows the work who used UNIBS dataset.