Joseph Rose, Matthew Swann, Keltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis

Datasets as described in the research paper "Intrusion Detection using Network Traffic Profiling and Machine Learning for IoT Applications".

There are two main dataset provided here, firstly is the data relating to the initial training of the machine learning module for both normal and malicious traffic, these are in binary visulisation format, compresed into the document traffic-dataset.zip.

DOI Link: 
10.21227/pda3-zy88
Links: 
Cyber-Trust Project
Advanced Cyber-Threat Intelligence, Detection, and Mitigation Platform for a Trusted Internet of Things
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Dataset Files

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[1] Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis, "913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset", IEEE Dataport, 2021. [Online]. Available: http://dx.doi.org/10.21227/pda3-zy88. Accessed: Mar. 13, 2025.
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doi = {10.21227/pda3-zy88},
url = {http://dx.doi.org/10.21227/pda3-zy88},
author = {Joseph Rose; Matthew Swann; Gueltoum Bendiab; Stavros Shiaeles; Nicholas Kolokotronis },
publisher = {IEEE Dataport},
title = {913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset},
year = {2021} }
TY - DATA
T1 - 913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset
AU - Joseph Rose; Matthew Swann; Gueltoum Bendiab; Stavros Shiaeles; Nicholas Kolokotronis
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Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis. (2021). 913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset. IEEE Dataport. http://dx.doi.org/10.21227/pda3-zy88
Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis, 2021. 913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset. Available at: http://dx.doi.org/10.21227/pda3-zy88.
Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis. (2021). "913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset." Web.
1. Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis. 913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset [Internet]. IEEE Dataport; 2021. Available from : http://dx.doi.org/10.21227/pda3-zy88
Joseph Rose, Matthew Swann, Gueltoum Bendiab, Stavros Shiaeles, Nicholas Kolokotronis. "913 Malicious Network Traffic PCAPs and Binary Visualisation Images Dataset." doi: 10.21227/pda3-zy88