Dataset Details: IOT-KEEPER

Dataset Information

Serial Number: 84

Year: 2020

Kind of Traffic: Real

Publicly Available: Yes

Count of Records: 15GB

Features Count: 38

CITE

No. of citations: 193

Attack Type: Scanning, Ml'l'M, malware, DOS, etc

Download Links: https://repository.tudelft.nl/record/uuid:b917bb85-b1ce-4608-a6f1-83f26d22007a

Abstract: Hafeez Ibbad et.al presented dataset IOTKeeper. The test environment utilizes IOT-KEEPER as its network gateway, employing tcpdump to record all incoming and outgoing traffic through both wired and wireless interfaces on the gateway. When an IoT device communicates with the Internet through an IoT hub using protocols such as Weave or ZigBee, their device-to-internet (D2I) communications are observed by capturing network traffic at the IoT hub. The dataset includes traffic data from both harmless and harmful network actions; harmful activities are mimicked using Raspberry Pis and IoT devices infected with Mirai. To minimize potential hazards, the gateway is set up to block all unfiltered outgoing traffic, thus averting the propagation of malicious behavior onto the public Internet.

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