Serial Number: 56
Year: 2018
Kind of Traffic: Real
Publicly Available: Yes
Count of Records:
Features Count: 23
No. of citations: 1518
Attack Type: DoS, DDOS, etc
Download Links: https://archive.ics.uci.edu/dataset/442/detection+of+iot+botnet+attacks+n+baiot
Abstract: The traffic for N-BaIOT dataset was collected from IOT devices in which access points were connected via WI-FI that are then connected to router through a wired central switch. Port mirroring on the switch is performed for sniffing the network traffic and data were recorded using Wireshark in pcap format. Twenty-three features were extracted from five-time windows of recent 100ms, 500ms, 1.5sec, 10sec, 1min. there are 2 types of attacks in this dataset like BASHLITE and Mirai. In BASHLITE there are attacks like scan, junk, UDP, TCP, COMBO. In Mirai the attacks present are scan Ack, Syn, UDP, UDPplain.