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 Kalupahana Liyanage
- Last updated:
- DOI:
- 10.21227/t970-nd64
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- Research Article Link:
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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
In reply to I want to use this dataset by Amardeep Chopra
My plan is use this dataset to perform data analysis with Python using pandas