Research Paper

Cybersecurity Jan 22, 2026

MU-IoT - Comprehensive IoT Network Intrusion Dataset 2024

New realistic IoT network intrusion dataset (MU-IoT) with comprehensive attack scenarios for cybersecurity research. Published in IEEE 2024 with 4+ citations. Covers multiple IoT protocols and device types.

#IoT security #intrusion detection #network attacks #MQTT +6 more

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Kaggle

Cybersecurity Jan 22, 2026

TON_IoT Network Dataset - UNSW Cyber Range Lab Collection

Comprehensive network traffic dataset from UNSW Canberra Cyber Range Lab capturing benign and malicious flows in simulated IoT/IIoT smart environments using Argus and Zeek (Bro) tools.

#network security #intrusion detection #IoT #IIoT +6 more

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University

Industrial IoT Jan 22, 2026

Edge-IIoTset - Comprehensive Cyber Security Dataset for IoT and IIoT

Realistic cybersecurity dataset with 14 attack types from 10+ IoT/IIoT device types including sensors, actuators, and industrial controllers. Supports centralized and federated learning with 61 optimized features.

#IIoT #cybersecurity #intrusion detection #federated learning +6 more

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Kaggle

Smart City Jan 22, 2026

SmartCity Cybersecurity IoT Dataset - Urban Infrastructure Security

Comprehensive dataset capturing cybersecurity threats and sustainability metrics in smart city IoT and edge networks, including communication behavior, energy consumption patterns, and attack scenarios.

#smart city #cybersecurity #IoT #edge computing +5 more

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Kaggle

Cybersecurity Jan 21, 2026

IoT-23 Network Traffic Dataset - Full Collection

Large-scale labeled network traffic captures (PCAPs) from IoT devices. Based on Stratosphere Laboratory's famous IoT-23 dataset with botnet and normal traffic patterns.

#network security #IoT #botnet #intrusion detection +2 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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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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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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Mendeley

Industrial IoT / Network Security Jan 16, 2026

IoT-DH: IoT DDoS Honeypot Dataset for Attack Analysis

Comprehensive honeypot dataset for analyzing DDoS attacks on IoT devices, containing 10 key attributes from PCAP data converted to CSV format.

#IoT #DDoS #Honeypot #Attack Analysis +4 more

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Mendeley

Healthcare IoT / Network Security Jan 16, 2026

MQTTEEB-D: Real-World IoT Cybersecurity Dataset for MQTT Networks

Real-world dataset from International University of Rabat for threat detection in MQTT-IoT networks, containing actual cyberattacks executed on MySignals health sensors.

#IoT #MQTT #Cybersecurity #Healthcare +5 more

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