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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UCI

Cybersecurity May 03, 2026

N-BaIoT: Real IoT Botnet Traffic from 9 Infected Devices [7M Records, Mirai & BASHLITE]

Real IoT botnet traffic dataset from 9 commercial devices (webcams, routers, thermostats) authentically infected by Mirai and BASHLITE. Over 7M records, 115 statistical features. CSV format. Benchmark for deep-learning-based IoT anomaly and botnet detection.

#iot #cybersecurity #botnet #mirai +11 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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Zenodo

Smart Agriculture Apr 17, 2026

Farm-Flow : AG-IoT Intrusion Detection Dataset [1.31M Flows, Smart Agriculture]

Agricultural IoT network intrusion dataset with 1.31 million labeled flow records (532 MB) emulating a real AG-IoT farm environment. Covers crop health, weather, and soil condition data with network attack scenarios. CSV via Zenodo. Used for smart farming security research.

#iot #smart-agriculture #intrusion-detection #network-security +11 more

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