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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Other

Healthcare Apr 10, 2026

MIMIC-III-Ext-PPG — ICU Wearable PPG Benchmark [Large-Scale, WFDB Format]

Large-scale quality-assessed ICU PPG benchmark derived from MIMIC-III, with ECG, ABP, and respiration signals in 30-second WFDB segments. Multi-task format supporting cardiovascular and respiratory signal analysis for wearable algorithm development.

#iot #wearable #healthcare #ppg +11 more

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arXiv / Security Conference

IoT Security Feb 12, 2026

Gotham Dataset 2025: Reproducible IoT Security Research

A large-scale, reproducible network dataset for evaluating modern IoT intrusion detection systems.

#Reproducibility #Network Security #Smart Home #IDS +1 more

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Kaggle

Smart Home Feb 10, 2026

Hourly Energy Consumption Data for a Commercial Building

A real-world, hourly dataset of electricity, heating, and cooling consumption for a commercial building, ideal for benchmarking and building energy model calibration.

#Building Energy #HVAC #Energy Consumption #Smart Building +2 more

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Kaggle

Cybersecurity Feb 05, 2026

Gotham Dataset 2025: Large-Scale Federated IoT IDS Benchmark

The Gotham Dataset is a large-scale, reproducible benchmark for evaluating decentralized Intrusion Detection Systems (IDS) and Federated Learning in virtualized smart cities. It captures interface-level network traffic from 78 heterogeneous IoT devices, including complex attack vectors like Mirai botnets, Merlin C2 traffic, and CoAP amplification, preserving the non-IID nature of edge data for realistic AI security training.

#cybersecurity #ids #federated learning #smart city +7 more

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Kaggle

Industrial IoT Feb 05, 2026

Industrial IoT Synthetic Failure Simulation Dataset

This Industrial IoT dataset provides synthetic yet realistic sensor data simulating equipment operation under normal and various failure conditions. Designed for predictive maintenance and machine learning, it includes sensor specifications, operational thresholds, and failure labels, allowing researchers to develop anomaly detection models without the constraints of sensitive real-world industrial data.

#industrial iot #iiot #predictive maintenance #sensors +5 more

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Kaggle

IoT Networks Jan 14, 2026

IoT Sensor Network Energy Management Dataset

Dataset for analyzing dynamic optimization techniques impact on energy efficiency in IoT sensor networks. Contains 500 simulation scenarios with routing protocols comparison and performance metrics.

#energy efficiency #sensor networks #routing optimization #network lifetime +3 more

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Academic

Healthcare IoT Jan 14, 2026

CIC IoMT 2024: Medical IoT Security Dataset

Benchmark dataset for Internet of Medical Things (IoMT) security research. Contains 18 different cyberattack types targeting 40 IoMT devices across diverse medical protocols.

#cybersecurity #IoMT #medical devices #intrusion detection +3 more

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Academic

Sensor Networks Jan 13, 2026

Gas Sensor Array Drift Dataset (UCI ML Repository)

Benchmark dataset for gas sensor arrays showing drift over 36 months. Contains 13,910 measurements from 16 chemical sensors across 6 volatile organic compounds (VOCs).

#gas sensors #sensor drift #chemical detection #machine learning +2 more

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External

Smart Home Jan 13, 2026

UTD19: Largest Multi-City Traffic Dataset

Largest publicly available multi-city traffic dataset with 23,541 stationary detectors across 40 cities worldwide. Rich source for traffic dynamics research and urban mobility studies.

#traffic data #multi-city #urban roads #stationary detectors +3 more

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