Mendeley Data

IoT Security & Intrusion Detection Sep 14, 2026

IoT-SFC v2 — 49.9M-Record IoT/IIoT Attack Dataset

Publisher-reported 49,902,287 labeled IoT/IIoT records with 88 columns; the inspected attack log contains 302 sessions across 14 attack types.

#iot security #iiot #intrusion detection #mqtt +5 more

View Dataset

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

View Dataset

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

View Dataset

Government

Industrial IoT Apr 10, 2026

NASA C-MAPSS Turbofan Engine Degradation — 4 Sub-datasets, 21 Sensors [Run-to-Failure]

NASA Prognostics Center run-to-failure simulation dataset for turbofan engines. Four operational sub-datasets with 21 sensor channels and 3 operational settings. TXT/CSV format. Primary benchmark for Remaining Useful Life (RUL) estimation.

#iot #industrial-iot #predictive-maintenance #remaining-useful-life +11 more

View Dataset

University

Industrial IoT Apr 10, 2026

CWRU Bearing Fault Dataset — 2HP Motor Vibration, 4 Fault Diameters [12k & 48k Hz]

Benchmark bearing vibration dataset from Case Western Reserve University with drive-end and fan-end faults at 4 severity levels. Sampled at 12 kHz and 48 kHz. MATLAB MAT and CSV formats. Used for fault diagnosis and vibration-based condition monitoring.

#iot #industrial-iot #predictive-maintenance #bearing-fault +11 more

View Dataset

UCI

Industrial IoT Apr 10, 2026

AI4I 2020 Predictive Maintenance — Milling Machine Sensor Failures [10,000 Records]

Synthetic IIoT dataset reflecting real milling machine predictive maintenance scenarios. 10,000 records with 14 features including air temperature, process temperature, rotational speed, torque, and 5 labeled failure types. CSV format. Ideal for multi-label fault classification.

#iot #industrial-iot #predictive-maintenance #milling-machine +11 more

View Dataset

Research Paper

Industrial IoT Apr 10, 2026

IIoT Metalworking Fluid Degradation — Real-World Physicochemical Sensor Monitoring [Multi-Month]

Real-world IIoT multivariate time series dataset tracking physicochemical degradation of metalworking fluid over several months. Includes imputed benchmark variants for 5 methods. CSV format. Designed for predictive maintenance and anomaly detection research in manufacturing.

#iot #industrial-iot #predictive-maintenance #metalworking-fluid +11 more

View Dataset

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

View Dataset

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

View Dataset

UNSW Canberra

Industrial IoT Feb 15, 2026

ToN_IoT: Telemetry, Operating Systems, and Network Traffic

ToN_IoT is a large-scale dataset featuring heterogeneous data from IoT sensors, operating systems, and network traffic for advanced intrusion detection research in Industry 4.0.

#IIoT #Cybersecurity #Industry 4.0 #Network Traffic +1 more

View Dataset

Nature Scientific Data

Industrial IoT (IIoT) Feb 12, 2026

ICS-NAD: Network Attack Detection in Industrial Control Systems

A large-scale dataset (245GB) collected from real-world industrial control systems for advanced threat detection.

#IIoT #ICS Security #Critical Infrastructure #PCAP +1 more

View Dataset

Kaggle

Industrial IoT Feb 06, 2026

Post-Quantum Cryptography Impact in Industrial IoT

Released in October 2025, this dataset captures performance metrics and network traffic associated with implementing Post-Quantum Cryptography (PQC) in Industrial IoT (IIoT) scenarios. It supports research into the feasibility and overhead of quantum-resistant security protocols on resource-constrained industrial hardware.

#Post-Quantum Cryptography #Industrial IoT #Cybersecurity #Quantum-Resistant +3 more

View Dataset