anomaly detection IoT Dataset Records

External

Smart Home Jan 13, 2026

MetroPT-3: Predictive Maintenance for Metro Trains

Real-world data from a metro train's Air Production Unit (APU), capturing pressure, temperature, and motor current to predict component failures.

#predictive maintenance #industrial iot #metro train #air compressor +1 more

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Kaggle

Smart City Jan 12, 2026

UrbanIoT-Anomaly: Multimodal Smart City Dataset

Simulated smart city environment capturing multimodal data from distributed urban sensors and surveillance sources. Includes synchronized environmental and visual data for edge computing and urban anomaly detection research.

#smart city #anomaly detection #multimodal #urban sensors +3 more

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University

Healthcare IoT Jan 12, 2026

CIC IoMT Dataset 2024: Internet of Medical Things

Realistic benchmark dataset for Internet of Medical Things (IoMT) security research. Captures biomedical sensor data and network traffic from medical devices including ECG monitors, pulse oximeters, and other healthcare IoT equipment.

#medical iot #healthcare #biomedical sensors #anomaly detection +3 more

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GitHub

Industrial IoT Jan 12, 2026

Bosch CNC Machining: Process Monitoring (2025 Update)

Benchmark dataset from Bosch for process monitoring of milling machines based on high-resolution acceleration data.

#predictive maintenance #manufacturing #acceleration data #anomaly detection +1 more

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University

Cybersecurity Jan 12, 2026

CIC IoT-DIAD 2024: Device Identification & Anomaly Detection

105 IoT devices with 33 attack types (DDoS, DoS, Recon, Brute Force, Spoofing, Mirai) from Canadian Institute for Cybersecurity.

#device identification #anomaly detection #network traffic #intrusion detection

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University

Cybersecurity Jan 12, 2026

RT-IoT2022: Real-Time IoT Intrusion Detection Dataset

123,117 network flow records with 83 features from real IoT devices (MQTT, ThingSpeak, Wipro) including DDoS, SSH brute-force, and Nmap attacks for IDS model training.

#intrusion detection #iot security #network traffic #anomaly detection +1 more

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