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Synthetic IoT Datasets

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Real-World IoT Datasets

Collected from Kaggle, IEEE, GitHub, and academic repositories. Verified and indexed with full citations.

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University
Network Security Apr 13

CICIoT2023 — Real-Time IoT Attack Dataset [47M+ Labeled Flows, 33 Attack Types]

Large-scale IoT cybersecurity dataset with 47M+ labeled network flows from 105 real IoT devices across 33 attack types in 7 categories. PCAP and CSV formats. Built for IDS/IPS development and ML-based IoT traffic classification research.

#iot #cybersecurity #intrusion-detection
University
Network Security Apr 13

TON_IoT — UNSW Telemetry, Network & OS Attack Traces [Multi-Source IIoT]

Heterogeneous IoT/IIoT dataset from UNSW Canberra Cyber Range with network traffic, Windows/Linux OS traces, and IoT sensor telemetry. Labeled for 9 attack types including DoS, DDoS, ransomware, and XSS. CSV and PCAP formats. Benchmark for AI-based IDS evaluation.

#iot #industrial-iot #cybersecurity
Zenodo
Cybersecurity Apr 13

IoT-23 — Labeled IoT Malware & Benign Traffic [325M Flows, 500+ Hours]

Real IoT malware traffic dataset with 325M labeled network flows from 20 malware and 3 benign device captures over 500+ hours. PCAP and Zeek conn.log formats. Used for IoT botnet detection, malware traffic classification, and ML security research.

#iot #cybersecurity #intrusion-detection
UCI
Network Security Apr 13

RT-IoT2022 — Real-Time IoT IDS Dataset [41 Features, Multi-Attack]

Real-time IoT network security dataset from a live IoT infrastructure with 41 bidirectional flow features. Includes ThingSpeak-LED, Wipro-Bulb, and MQTT-Temp devices with SSH brute force, DDoS (Hping/Slowloris), and Nmap attack scenarios. CSV format. Used for adaptive IDS development.

#iot #cybersecurity #intrusion-detection
Kaggle
Network Security Apr 13

IoTID20 — IoT Network Intrusion Dataset [625K Flows, 4 Attack Types, 83 Features]

Smart-home-derived IoT botnet dataset with 625,783 labeled flow records and 83 network features. Covers DoS, Mirai, MITM, and Scan attacks from EZVIZ and SKT NGU Wi-Fi cameras. CSV format. Supports binary, category, and sub-category IDS classification tasks.

#iot #cybersecurity #intrusion-detection
Kaggle
Cybersecurity Apr 13

Edge-IIoTset — Comprehensive IoT & IIoT Cyber Security Dataset [~12 GB, 15 Attack Types]

Realistic IoT/IIoT cybersecurity dataset supporting centralized and federated learning with 15 attack types across network, application, and protocol layers. CSV and PCAP formats (~12 GB). Available via IEEE Dataport and Kaggle. Designed for edge computing IDS research.

#iot #industrial-iot #cybersecurity

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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.