Benchmarking the benchmark — Comparing synthetic and real-world Network IDS datasets

Author:

Layeghy SiamakORCID,Gallagher MarcusORCID,Portmann Marius

Funder

Queensland Government

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Safety, Risk, Reliability and Quality,Software

Reference40 articles.

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2. UNSW-NB15: A comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set);Moustafa,2015

3. Toward generating a new intrusion detection dataset and intrusion traffic characterization;Sharafaldin;ICISSP 2018 - Proceedings of the 4th international conference on information systems security and privacy, vol. 2018-janua,2018

4. Moustafa N. New Generations of Internet of Things Datasets for Cybersecurity Applications based Machine Learning: TON_IoT Datasets. In: Proceedings of the EResearch Australasia conference. 2019, p. 21–5.

5. NetFlow datasets for machine learning-based network intrusion detection systems;Sarhan,2021

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