University

Network Security Jan 21, 2026

RT-IoT2022 - Real-Time IoT Network Security Dataset

Comprehensive real-time IoT infrastructure dataset from UCI. Captures bidirectional network traffic using Zeek monitoring tool. Ideal for IDS development.

#real-time #intrusion detection #Zeek #network monitoring +3 more

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Kaggle

Cybersecurity Jan 21, 2026

IoT Intrusion Detection - Network Attack Dataset

1,191,264 network intrusion instances with 47 features. Large-scale dataset for training predictive models to detect IoT network attacks and anomalies.

#intrusion detection #network attacks #anomaly detection #cybersecurity +2 more

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Kaggle

Healthcare / IoMT Jan 21, 2026

IoT Environmental Monitoring - Student Mental Health Dataset

IoT-based environmental perception data studying impact on university students' mental health. Integrates temperature, humidity, noise, and air quality sensors.

#environmental sensors #mental health #healthcare IoT #smart campus +3 more

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External

Network Security Jan 20, 2026

NASA Turbofan Engine Degradation Simulation (CMAPSS Dataset)

Industry-standard dataset for prognostics research with simulated run-to-failure data from 100 turbofan engines including 21 sensor readings and remaining useful life (RUL) labels for predictive maintenance algorithms.

#predictive maintenance #prognostics #RUL prediction #turbofan engines +6 more

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University (Canadian Institute for Cybersecurity)

Cybersecurity / IoT Network Security Jan 20, 2026

CICIDS2017 - Comprehensive Network Intrusion Detection Dataset

The most cited cybersecurity dataset worldwide with 2.8+ million network flows capturing 14 types of realistic attack scenarios including DDoS, brute force, botnet, and web attacks alongside benign traffic for advanced intrusion detection systems.

#cybersecurity #intrusion detection #network security #DDoS +11 more

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Kaggle

Educational IoT / Network Security Jan 20, 2026

IoEd-Net: Internet of Educational Things Dataset for Academic Network Analysis

Comprehensive IoT network traffic dataset from an academic environment with 202,085 labeled records capturing benign and malicious activities for cybersecurity and anomaly detection research.

#IoT #educational IoT #network security #anomaly detection +4 more

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University

Cybersecurity Jan 19, 2026

IoT Network Intrusion (CIC-IDS2017)

Realistic network traffic data containing benign activities and common IoT-targeted attacks like Brute Force, DoS, and Infiltration.

#cybersecurity #ids #intrusion detection #network traffic +2 more

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University

Healthcare / IoMT Jan 19, 2026

MobiHealth: Biometric Vital Signs Telemetry

High-fidelity biometric signals from wearable IoT nodes, including multi-lead ECG and 3-axis motion data for remote healthcare applications.

#healthcare #wearables #ecg #heart rate +2 more

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Kaggle

Healthcare IoT Jan 17, 2026

Secure Healthcare IoT Monitoring Dataset - Anomaly Detection for Patient Safety

Real-time physiological and network-level data from a secure IoT healthcare monitoring system tracking 2000 patients, including biometric readings (heart rate, temperature, blood pressure) and network metadata for anomaly detection and cybersecurity analysis.

#healthcare iot #anomaly detection #cybersecurity #patient monitoring +10 more

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Kaggle

Healthcare IoT Jan 17, 2026

Healthcare IoT Sensor Monitoring Dataset - Remote Patient Health Tracking

Real-time IoT sensor data from wearable health monitoring devices tracking patient vital signs including body temperature, blood pressure (systolic/diastolic), heart rate, and device battery levels for remote healthcare monitoring and predictive analytics.

#healthcare iot #wearable sensors #patient monitoring #vital signs +11 more

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Kaggle

Industrial IoT Jan 17, 2026

Smart Manufacturing IoT-Cloud Monitoring Dataset for Predictive Maintenance

Real-time IoT sensor data collected from industrial machines for predictive maintenance and anomaly detection in smart manufacturing environments, featuring temperature, vibration, pressure readings, and machine operational status for Industry 4.0 applications.

#Smart Manufacturing #Predictive Maintenance #Industrial IoT #Cloud Computing +4 more

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Kaggle

Healthcare IoT Jan 17, 2026

Healthcare IoT Data - Wearable Devices for Patient Remote Monitoring

Simulated sensor data from IoT-based wearable healthcare devices monitoring vital signs including temperature, blood pressure, heart rate, and device battery levels for real-time remote patient monitoring and health analytics applications.

#Healthcare #Wearable Devices #Patient Monitoring #Vital Signs +5 more

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