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

Smart City & Urban Sensing Sep 14, 2026

IoT-AED — Edge Acoustic Event Detection Dataset

6,400 mono audio clips in seven event classes for edge acoustic-event research, with a three-field manifest and documented reproducibility limitations.

#iot #acoustic event detection #edge ai #esp32-c6 +3 more

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Mendeley Data

Smart Agriculture Sep 14, 2026

Narrabri Farm IoT Sensor Node Data for Evapotranspiration

366 daily rows with 13 columns from the Narrabri Node-4 workbook, including weather and soil measurements at 20, 40 and 60 cm.

#iot sensors #smart agriculture #soil moisture #evapotranspiration +3 more

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Mendeley Data

Energy & Smart Grid Sep 14, 2026

ESP32 Environmental Sensors and Solar-Voltage Forecasts

15-minute ESP32 environmental and solar-voltage data: 84 training days and 31 validation days in Zapopan, plus a separate Ulm trial; forecasts are one step ahead.

#iot #esp32 #solar energy #photovoltaics +4 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

Smart Agriculture Sep 14, 2026

Summer Jute Environmental IoT Sensor Dataset — Bangladesh

5,235 rows and 10 columns of jute environmental measurements and cultivation context from Dhaka; the released table has no observation timestamp.

#smart agriculture #iot #jute #soil moisture +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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IoTSyn · Generated

Smart Home Jul 29, 2026 Interactive Data

Synthetic Smart Home IoT Sensor Dataset — 22°C, 400 Rows

Free CC0 synthetic dataset: 400 rows of indoor temperature, humidity, CO2, light and occupancy readings. 22°C. Reproducible from its seed.

#smart home #iot #home automation #hvac +10 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Noisy Event, 1K Rows

Free CC0 synthetic dataset: 1,000 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Noisy Event.

#smart city #public spaces #urban sensing #utci +16 more

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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Baseline, 1K Rows

Free CC0 synthetic dataset: 1,000 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Baseline. Reproducible from its seed.

#smart city #public spaces #urban sensing #utci +16 more

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