NSS Mirai Dataset

Citation Author(s):
Kushan Sudheera
Kalupahana Liyanage
National University of Singapore
Dinil Mon
Divakaran
Trustwave, Singapore
Rhishi Pratap
Singh
National University of Singapore
Mohan
Gurusamy
National University of Singapore
Submitted by:
Kushan Kalupaha...
Last updated:
Tue, 05/17/2022 - 22:18
DOI:
10.21227/t970-nd64
Data Format:
*.csv; *.txt
Research Article Link:
ADEPT: Detection and Identification of Correlated Attack Stages in IoT Networks
Links:
NSS_Mirai_Dataset
License:
Creative Commons Attribution
2779 Views
Categories:
IoT
Keywords:
Botnet Attack, Cyber Security, IoT, Mirai
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Abstract 

This dataset is captured from a Mirai type botnet attack on an emulated IoT network in OpenStack. Detailed information on the dataset is depicted in the following work. Please cite it when you use this dataset for your research.

  • Kalupahana Liyanage Kushan Sudheera, Dinil Mon Divakaran, Rhishi Pratap Singh, and Mohan Gurusamy, "ADEPT: Detection and Identification of Correlated Attack-Stages in IoT Networks," in IEEE Internet of Things Journal.

Instructions: 

  • NSS_Mirai_Dataset/dataset_1/for_fim/ : alerts coded into a FIM ready format (for both with subnet and without subnet cases)

  • NSS_Mirai_Dataset/dataset_1/gateways/ : alerts captured at the individual gateways in the FIM ready format (for both with subnet and without subnet cases)

  • NSS_Mirai_Dataset/dataset_1/raw_entries/ : raw alerts aggregated at the security manager

  • NSS_Mirai_Dataset/dataset_1/sampled_alerts/final_sampled_inputs.csv : all the alerts aggregated at the security manager in a single file

Comments

I want to use this dataset for my Research work

Submitted by Amardeep Chopra on Sun, 11/01/2020 - 02:17

My plan is  use this dataset to perform data analysis with Python using pandas

Submitted by Estefano Zarate on Fri, 05/10/2024 - 03:28

I want to use this dataset for my Research work

Submitted by Faisal Ali Garba on Sun, 11/22/2020 - 10:37

Please feel free to use the dataset.

Submitted by Kushan Kalupaha... on Sun, 11/22/2020 - 11:16

I want to do a research on this datasets.

Submitted by Mohammed Alqahtani on Sun, 02/07/2021 - 13:15

You can find a labeled dataset with details on experimental setup and classes in the following link.
https://github.com/kaysudheera/NSS_Mirai_Dataset.git

Submitted by Kushan Kalupaha... on Mon, 02/08/2021 - 06:51

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