UCI Machine Learning Repository

IoT Security & Intrusion Detection Sep 22, 2026

Kitsune Network Attack: Nine Attacks on IP Cameras and IoT

Nine attack captures for network intrusion detection, with a documented total of 27,170,754 packets, 115 statistical features per packet and separate binary labels.

#iot security #intrusion detection #mirai #botnet +5 more

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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

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Mendeley Data

Cybersecurity Jul 29, 2026

Smart Home Intrusion Detection Dataset — 7 Attack Scenarios

Smart home traffic captured under normal operation and seven multi-stage attack scenarios across heterogeneous end devices. CC BY 4.0, published 2026.

#iot security #intrusion detection #smart home #network traffic +3 more

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Frontiers

Cybersecurity Jul 29, 2026

TRUSTLab: IoT/Edge Intrusion Detection Flow Dataset

About 4.6 million labelled bi-flows with 80 CICFlowMeter features, covering 15 attack families plus benign traffic in 16 single-class files. CC BY 4.0.

#iot security #intrusion detection #cicflowmeter #network flows +4 more

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Zenodo

Healthcare Jun 02, 2026

IoMT-TrafficData — Internet of Medical Things IDS Benchmark [2.7 GB]

Internet of Medical Things IDS dataset with BLE, IP packet, and IP flow captures. CSV and pickle formats, 2.7 GB, for ML-based healthcare IoT intrusion detection.

#iot #iomt #healthcare #intrusion detection +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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University

Network Security Jun 02, 2026

MQTT-IoT-IDS2020 — MQTT Internet of Things IDS Dataset

MQTT IoT IDS dataset from a simulated network with 12 sensors, broker, camera, and attacker. PCAP and CSV features support MQTT intrusion detection research.

#iot #mqtt #intrusion detection #network security +8 more

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University

Cybersecurity Jun 02, 2026

MedBIoT — Medium-Sized IoT Botnet IDS Dataset [83 devices]

IoT botnet IDS dataset using 83 real and emulated devices with Mirai, BashLite, and Torii traffic. Raw PCAP files support botnet and anomaly detection research.

#iot #botnet #intrusion detection #mirai +8 more

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Zenodo

Network Security Jun 02, 2026

IoT Emulated ICMP/Ping Dataset — Normal and Malicious Traffic [3.2 GB PCAP]

IoT IDS dataset for distinguishing normal and malicious ICMP/Ping traffic generated from an ESP-01s embedded device. PCAP, Zeek logs, and labelled CSV files.

#iot #icmp #ping flood #intrusion detection +8 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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