Serial Number: 85
Year: 2020
Kind of Traffic: Real
Publicly Available: Yes
Count of Records: 304MB
Features Count: 22
No. of citations: 81
Attack Type: N/A
Download Links: https://zenodo.org/records/3924770
Abstract: Meidan et.al presented dataset IOT-DeNAT. The dataset records genuine network traffic from different IoT and non-IoT devices situated behind a NAT configuration. A Cisco Catalyst 2960-X switch was divided into VLANin and VLANout, symbolizing the home network and the telco side, respectively. IoT devices, laptops, and smartphones were linked to VLANin via a wireless access point. VLANin was connected to a NAT router (Cisco 3825) with NetFlow installed, which bridged to VLANout connected to the Internet. NetFlow data was gathered using nProbe on a server and Raspberry Pi for centralized training and local deployment simulations. Additionally, port mirroring from VLANin and VLANout facilitated pcap file capture with Wireshark for deNAT-related studies. Commercial IoT devices from seven manufacturers, including Amazon and Samsung, were deployed alongside non-IoT devices, representing popular home IoT types like Media/TV, Surveillance, and Home Automation for empirical evaluation.