Serial Number: 102
Year: 2021
Kind of Traffic: Simulated + Real
Publicly Available: Yes
Count of Records: 181MB
Features Count: 13
No. of citations: 47
Attack Type: Port Scan, Malware Loader, DDos, Noise
Download Links: https://ieee-dataport.org/documents/nss-mirai-dataset
Abstract: Kalupahana Liyagage et.al. Presented dataset NSS MIRAI. The dataset originates from an IoT network simulation, featuring a Mirai-style attack scenario, managed through OpenStack. It encompasses virtual machines (VMs) including seven gateways, a security manager, 65 IoT devices, one victim of the attack, two external bots, a command and control (C&C) server, a loader, and a port scan generator, all running on Ubuntu 18.04 and custom Linux images. The experiment, spanning 60 minutes, encompasses activities such as network scanning, port scanning, and brute-force login attempts. The dataset, called NSS, is publicly available and captures various activities including login attempts, port scan, vulnerability scan, malware loading, C&C communication (both successful and failed), scan out activities (ports and login), DDoS attacks (volumetric and reflective), and noise (false alerts). This comprehensive dataset enables the study and analysis of IoT botnet behaviors and attack patterns under controlled experimental conditions