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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UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

OPPORTUNITY: Wearable, Object and Ambient Sensor Activity Data

Body-worn, object and ambient sensor recordings of daily activities from four participants: 24 runs, 869,387 samples, 242 sensor channels and seven annotation tracks.

#human activity recognition #wearable #ambient sensors #object sensors +4 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

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

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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UCI Machine Learning Repository

Smart Home & Buildings Sep 14, 2026

Continuous Ambient-Sensor Activity Data from Smart Homes

Continuous smart-home sensor events and activity-recognition representations; UCI reports 13,956,534 instances, with raw and engineered-feature files.

#smart home #ambient sensors #activity recognition #zigbee +4 more

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UCI Machine Learning Repository

Wearables & Human Activity Sep 14, 2026

HARTH — Free-Living Human Activity Recognition Dataset

6,461,328 annotated samples from 22 free-living participants wearing two accelerometers; CSVs contain eight core fields, with extra index columns in three files.

#wearable #human activity recognition #free living #accelerometer +4 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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IoTSyn · Generated

Smart City Jul 28, 2026 Interactive Data

Synthetic Smart City IoT Dataset — Multi-Hazard, 500 Rows

Free CC0 synthetic dataset: 500 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Multi-Hazard.

#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 — Crowded Festival #e4af

Free CC0 synthetic dataset: 672 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Crowded Festival.

#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 — Scheduled Event #311c

Free CC0 synthetic dataset: 672 rows of UTCI thermal comfort, PM2.5 and NO2 air quality, occupancy and LAeq noise. Scheduled Event.

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

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