Serial Number: 38
Year: 2016
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 16900M
Features Count:
No. of citations: 277
Attack Type: botnet, DoS, scans, brute force,etc
Download Links: https://nesg.ugr.es/nesg-ugr16/
Abstract: UGR16 is a data set with flows in only one direction. The data set’s primary goal is to capture timely effects in an ISP environment. This includes “16,900” million single directional flows & It lasts for “4” months. Anonymized IP addresses are used, & flows are classified as background, attack or normal. Within that data set, the creators explicitly carried out many attacks (DoS, port scans & botnet). The corresponding flows has been labelled as attacks, & some other attacks have been found & labelled as attack manually. Traffic that matches fixed pattern & Normal user behaviour is injected and labelled as normal. yet, the majority of traffic is classified as background, that can be an attack or normal. The dataset is freely accessible to the public.