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

View Dataset

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

View Dataset

UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

HHAR: Heterogeneity Human Activity Recognition Dataset

Accelerometer and gyroscope data from nine users carrying eight phones and four watches at once: 33.7 million rows built to study device heterogeneity.

#human activity recognition #smartphone sensors #smartwatch #accelerometer +4 more

View Dataset

iTrust (SUTD)

IoT Security & Intrusion Detection Sep 22, 2026

SWaT: Secure Water Treatment Dataset, December 2015

Process and network data from a six-stage water treatment testbed: 11 days, 51 sensors and actuators and 41 labelled attacks. Access by request only.

#industrial control systems #cyber physical systems #scada #water treatment +4 more

View Dataset

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

View Dataset

Mendeley Data

Wearables & Human Activity Sep 14, 2026

DisabledHAR — Inclusive Wearable Activity Dataset

396,602 rows and 33 columns of smartphone motion signals and labels; the publisher describes 20 participants with and without mobility disabilities.

#wearable #human activity recognition #disability #smartphone sensors +4 more

View Dataset

Mendeley Data

Wearables & Human Activity Sep 14, 2026

WHAMAP — Multi-IMU Activity and Fatigue Dataset

1,143,070 rows across 80 activity traces from 10 participants; each trace has 78 fields from five IMUs, a smartphone and activity/fatigue metadata.

#wearable #human activity recognition #imu #fatigue +4 more

View Dataset

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

View Dataset

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

View Dataset

UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Single-Elder Home Monitoring with Gas and Position Sensors

A single older adult’s home: 416,153 gas/environmental rows plus 28,478 sparse room-motion events, in separate tables with different schemas.

#healthcare #elder care #smart home #gas sensors +5 more

View Dataset

UCI Machine Learning Repository

Healthcare & Medical IoT Sep 14, 2026

Wearable Sensor Data for Physical Therapy Exercises

Five participants, eight physical-therapy exercises and three execution styles; 275,603 synchronized time points across five wearable sensor units.

#healthcare #physical therapy #wearable sensing #accelerometer +4 more

View Dataset

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

View Dataset