Almseidin, Mohammad, Jamil Al-Sawwa, and Mouhammd Alkasassbeh. "Generating a benchmark cyber multi-step attacks dataset for intrusion detection." Journal of Intelligent & Fuzzy Systems Preprint: 1-15.

Nowadays, with the rapid increase in the number of applications and networks, the number of cyber multi-step attacks has been increasing exponentially. Thus, the need for a reliable and acceptable Intrusion Detection System (IDS) solution is becoming urgent to protect the networks and devices. However, implementing a robust IDS needs a reliable and up-to-date dataset in order to capture the behaviors of the new types of attacks, especially multi-step attacks. In this work, a new benchmark Multi-Step Cyber-Attack Dataset (MSCAD) is introduced.

DOI Link: 
10.21227/phr0-e264
Links: 
Generating a benchmark cyber multi-step attacks dataset for intrusion detection
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[1] Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh, "Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection)", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/phr0-e264. Accessed: Feb. 01, 2023.
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doi = {10.21227/phr0-e264},
url = {http://dx.doi.org/10.21227/phr0-e264},
author = {Mohammad Almseidin; Jamil Al-Sawwa; Mouhammd Alkasassbeh },
publisher = {IEEE Dataport},
title = {Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection)},
year = {2022} }
TY - DATA
T1 - Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection)
AU - Mohammad Almseidin; Jamil Al-Sawwa; Mouhammd Alkasassbeh
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PB - IEEE Dataport
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Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh. (2022). Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection). IEEE Dataport. http://dx.doi.org/10.21227/phr0-e264
Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh, 2022. Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection). Available at: http://dx.doi.org/10.21227/phr0-e264.
Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh. (2022). "Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection)." Web.
1. Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh. Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection) [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/phr0-e264
Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh. "Multi-Step Cyber-Attack Dataset (MSCAD for Intrusion Detection)." doi: 10.21227/phr0-e264