brunabazaluk/tabtransformer_iot_attacks

This is a model based on TabTransformer [1,2] to classify IoT network traffic. It was trained using a MQTT dataset [3].

References:

[1] Huang, Xin & Khetan, Ashish & Cvitkovic, Milan & Karnin, Zohar. (2020). TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

[2] https://keras.io/examples/structured_data/tabtransformer/#implement-a-training-and-evaluation-procedure

[3] Hanan Hindy, Christos Tachtatzis, Robert Atkinson, Ethan Bayne, Xavier Bellekens, June 23, 2020, "MQTT-IoT-IDS2020: MQTT Internet of Things Intrusion Detection Dataset", IEEE Dataport, doi: https://dx.doi.org/10.21227/bhxy-ep04.