iTrust (SUTD)

IoT Security & Intrusion Detection Sep 22, 2026

SWaT: Secure Water Treatment Dataset, December 2015

Process and network data from a six-stage water treatment testbed: 11 days, 51 sensors and actuators and 41 labelled attacks. Access by request only.

#industrial control systems #cyber physical systems #scada #water treatment +4 more

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Zenodo

Industrial IoT Jun 06, 2026

I-BiDaaS CRF SCADA Dataset — Automotive Welding-Line Sensors [3.9 GB]

SCADA sensor dataset from automotive welding sub-assembly lines with 147 sensors. 3.9 GB 7z archive for anomaly thresholds and predictive maintenance analysis.

#iot #industrial iot #predictive maintenance #scada +8 more

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Zenodo

Industrial IoT Jun 02, 2026

IEC 60870-5-104 Intrusion Detection Dataset — Smart Grid Cyberattacks [1.1 GB]

Smart-grid IDS dataset with labelled IEC 60870-5-104 and TCP/IP flow statistics plus PCAP files across 12 cyberattack scenarios. CSV and PCAP formats.

#iot #industrial iot #smart grid #iec 60870-5-104 +8 more

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Zenodo

Industrial IoT Jun 02, 2026

DNP3 Intrusion Detection Dataset — Industrial SCADA Cyberattacks [194.9 MB]

Industrial IoT IDS dataset with labelled TCP/IP and DNP3 flow statistics plus PCAP files for 9 SCADA cyberattacks. CSV and PCAP formats for ML/DL IDS research.

#iot #industrial iot #dnp3 #scada +9 more

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IoTSyn · Generated

Network Security May 04, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 21% Attacks

Free CC0 synthetic dataset: 4,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 21% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +26 more

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IoTSyn · Generated

Network Security Apr 30, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 29% Attacks

Free CC0 synthetic dataset: 10,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 29% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +26 more

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IoTSyn · Generated

Network Security Apr 04, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 16% Attacks

Free CC0 synthetic dataset: 10,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 16% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +8 more

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IoTSyn · Generated

Network Security Apr 04, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 15% Attacks

Free CC0 synthetic dataset: 10,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 15% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +8 more

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Kaggle

Cybersecurity Feb 08, 2026

Cybersecurity dataset of water distribution plant communications under replay attacks

Dataset documents replay attacks targeting MQTT communications in water distribution system with 4.8 MB CSV file containing original and replayed messages for temporal sequence analysis.

#cybersecurity #IoT #water distribution #MQTT +2 more

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University

Industrial IoT Jan 23, 2026

CIC IIoT Dataset 2025 - DataSense Real-Time Sensor Benchmark

State-of-the-art IIoT dataset from Canadian Institute for Cybersecurity with synchronized sensor and network data from 40 devices including 15+ industrial sensors. Features multi-objective feature selection for anomaly detection in industrial environments.

#IIoT #industrial IoT #anomaly detection #CIC +6 more

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