ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets

Booij, T.M.; Chiscop, I.; Meeuwissen, E.; Moustafa, N.; Hartog, F.T.H.D.

ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets

article

2022

Booij, T.M.

Chiscop, I.

Meeuwissen, E.

Moustafa, N.

Hartog, F.T.H.D.

Topics

Internet of Things (IoT)intrusion detection machine learning algorithms network security statistical analysis Intrusion detection Large dataset Standardization Data collection method Detection performance Feature description High-quality research Internet of thing (IOT)Lightweight devices Operational environments Research communities Internet of things

TNO Identifier

962750

Repository link

https://resolver.tno.nl/uuid:69ccbcf5-0d03-4f22-b91d-459d84cd1d55

ISSN

23274662

Source

IEEE Internet of Things Journal, 9(1), pp. 485-496.

Publisher

Institute of Electrical and Electronics Engineers Inc

Pages

485-496

Files

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ToN_IoT: The Role of Heterogeneity and the Need for Standardization of Features and Attack Types in IoT Network Intrusion Data Sets

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