Serial Number: 94
Year: 2021
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 16 csv filse
Features Count: 84
No. of citations: 26
Attack Type: DoS
Download Links: https://www.kaggle.com/datasets/dhoogla/usbids1
Abstract: USB-IDS dataset was developed at (USB) university of Sannio at Benevento Italy in 2021. It is a multilayer dataset in which both network traffic and application-level facets like server-side performance, configuration and defences. This dataset has attacks based on Dos protocol. Data is in the form of comma separated values (csv) files. There is a labelled bi-directional network flows, 84 values per record including label are present. Flows are obtained using CICFlowMeter. In USB-IDS-1 Only attacks are present, it doesnot record bening network traffic profiles over large network. The attacks present in this dataset are Hulk, TCPFlood, Slowloris, Slowhttptest.