Abstract

Presented here is a dataset used for our SCADA cybersecurity research. The dataset was built using our SCADA system testbed described in our paper below [*]. The purpose of our testbed was to emulate real-world industrial systems closely. It allowed us to carry out realistic cyber-attacks.

[*] M. A. Teixeira, T. Salman, M. Zolanvari, R. Jain, N. Meskin, M. Samaka, "SCADA System Testbed for Cybersecurity Research Using Machine Learning Approach," Future Internet 2018, 10, 76, http://www.cse.wustl.edu/~jain/papers/ics_ml.htm

Instructions:

Provided dataset is cleased, pre-processed, and ready to use. The users may modify as they wish, but please cite the dataset as below.

M. A. Teixeira, M. Zolanvari, R. Jain, "WUSTL-IIOT-2018 Dataset for ICS (SCADA) Cybersecurity Research," 2018. [Online]. Available: https://www.cse.wustl.edu/~jain/iiot/index.html.

Dataset Files

wustl-scada-2018.zip (11.61 MB)

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