Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The proliferation of IoT devices which can be more easily compromised than desktop computers has led to an increase in the occurrence of IoT-based botnet attacks. In order to mitigate this new threat there is a need to develop new methods for detecting attacks launched from compromised IoT devices and differentiate between hour and millisecond long IoT-based attacks.
Detection of IoT Botnet Attacks
N-BaIoT dataset
Abstract:
This dataset addresses the lack of public botnet datasets, especially for the IoT. It suggests real traffic data, gathered from 9 commercial IoT devices authentically infected by Mirai and BASHLITE.
Dataset Characteristics:
Multivariate, Sequential Number of Instances: 7062606 Area: Computer Attribute Characteristics: Real Number of Attributes: 115 Date Donated: 2018-03-19 Associated Tasks:… See the full description on the dataset page: https://huggingface.co/datasets/rakeshb4r/N-BaIoT.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The N-BaIoT dataset’s specific features [79].
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Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The proliferation of IoT devices which can be more easily compromised than desktop computers has led to an increase in the occurrence of IoT-based botnet attacks. In order to mitigate this new threat there is a need to develop new methods for detecting attacks launched from compromised IoT devices and differentiate between hour and millisecond long IoT-based attacks.