Message Queuing Telemetry Transport (MQTT) protocol is one of the most used standards used in Internet of Things (IoT) machine to machine communication. The increase in the number of available IoT devices and used protocols reinforce the need for new and robust Intrusion Detection Systems (IDS). However, building IoT IDS requires the availability of datasets to process, train and evaluate these models. The dataset presented in this paper is the first to simulate an MQTT-based network. The dataset is generated using a simulated MQTT network architecture.

DOI Link: 
10.21227/bhxy-ep04
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[1] Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens, "MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/bhxy-ep04. Accessed: Dec. 26, 2024.
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doi = {10.21227/bhxy-ep04},
url = {http://dx.doi.org/10.21227/bhxy-ep04},
author = {Hanan Hindy; Christos Tachtatzis; Robert Atkinson; Ethan Bayne; Xavier Bellekens },
publisher = {IEEE Dataport},
title = {MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset},
year = {2020} }
TY - DATA
T1 - MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset
AU - Hanan Hindy; Christos Tachtatzis; Robert Atkinson; Ethan Bayne; Xavier Bellekens
PY - 2020
PB - IEEE Dataport
UR - 10.21227/bhxy-ep04
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Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens. (2020). MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset. IEEE Dataport. http://dx.doi.org/10.21227/bhxy-ep04
Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens, 2020. MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset. Available at: http://dx.doi.org/10.21227/bhxy-ep04.
Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens. (2020). "MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset." Web.
1. Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens. MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/bhxy-ep04
Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens. "MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset." doi: 10.21227/bhxy-ep04