Dryad

IoT Security & Intrusion Detection Sep 22, 2026

UNSW-IoTraffic: Consumer IoT Packets, Flows and Protocols

Consumer IoT network traffic from 27 devices over about 203 days: 95.5 million packets and 4.9 million flows, released as packet, flow and protocol files.

#iot #network traffic #device identification #device fingerprinting +4 more

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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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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Room Occupancy Estimation with Seven Wireless Sensor Nodes

10,129 observations with 19 columns, including four sound channels and an occupancy target, from a seven-node indoor sensing installation.

#smart building #occupancy estimation #wireless sensor network #co2 +4 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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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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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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Zenodo

Smart City May 03, 2026

Gotham Device-Level IoT Traffic: 78 Smart City Devices, Federated IDS Benchmark [2026]

Large-scale distributed IoT IDS benchmark with traffic captured at individual device interfaces across 78 heterogeneous smart city IoT devices using the Gotham testbed. PCAP and CSV. Published January 2026 on Zenodo. Designed for federated learning and decentralised IDS research.

#iot #smart-city #federated-learning #intrusion-detection +11 more

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