Mendeley Data

Cybersecurity Jul 29, 2026

Smart Home Intrusion Detection Dataset — 7 Attack Scenarios

Smart home traffic captured under normal operation and seven multi-stage attack scenarios across heterogeneous end devices. CC BY 4.0, published 2026.

#iot security #intrusion detection #smart home #network traffic +3 more

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Zenodo

Industrial IoT Jun 02, 2026

DNP3 Intrusion Detection Dataset — Industrial SCADA Cyberattacks [194.9 MB]

Industrial IoT IDS dataset with labelled TCP/IP and DNP3 flow statistics plus PCAP files for 9 SCADA cyberattacks. CSV and PCAP formats for ML/DL IDS research.

#iot #industrial iot #dnp3 #scada +9 more

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IoTSyn · Generated

Network Security May 04, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 21% Attacks

Free CC0 synthetic dataset: 4,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 21% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +26 more

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IoTSyn · Generated

Network Security Apr 30, 2026 Interactive Data

Synthetic IIoT Network Traffic Dataset — 29% Attacks

Free CC0 synthetic dataset: 10,000 rows of Modbus, OPC UA and DNP3 flows labelled for SCADA intrusion detection. 29% Attacks. Reproducible from its seed.

#iiot #scada #modbus #opc ua +26 more

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Kaggle

Cybersecurity Feb 19, 2026

INDDOS24 - IoT DDoS Attack Dataset

Comprehensive synthetic dataset designed for analyzing DDoS attacks in Internet of Things environments.

#IoT #Cybersecurity #DDoS #Attack +3 more

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University of New Brunswick (CIC)

IoT Security Feb 12, 2026

CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment

A comprehensive and realistic IoT dataset generated by the Canadian Institute for Cybersecurity (CIC) for profiling, detecting, and characterizing multi-vector IoT attacks in a real network topology.

#IoT #Cybersecurity #Intrusion Detection #Machine Learning +2 more

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Kaggle

Cybersecurity Feb 08, 2026

Cybersecurity dataset of water distribution plant communications under replay attacks

Dataset documents replay attacks targeting MQTT communications in water distribution system with 4.8 MB CSV file containing original and replayed messages for temporal sequence analysis.

#cybersecurity #IoT #water distribution #MQTT +2 more

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CIC Repository

Cybersecurity Feb 05, 2026

CICIoT2023: Large-Scale IoT Attack Traffic Dataset

CICIoT2023 is a large-scale, flow-based network traffic dataset capturing real-time benign and malicious communications in an IoT environment composed of 105 physical devices. The dataset captures traffic traces for 33 attack scenarios grouped into seven categories: DDoS, DoS, Reconnaissance, web-based attacks, brute-force attempts, spoofing, and Mirai malware.

#IoT security #intrusion detection #network traffic #flow-based features +5 more

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Kaggle

Smart Home Feb 03, 2026

MQTT_UAD: MQTT Under Attack Dataset for Detection of Attacks in IoT Networks Using MQTT Protocol

MQTT_UAD is a public MQTT traffic dataset published in Data in Brief 2025, containing labeled benign and attack scenarios in IoT networks that use the MQTT protocol, designed for training and evaluating intrusion detection systems.

#MQTT_UAD #MQTT #IoT security #intrusion detection +3 more

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Academic Conference / Research Paper

Automotive IoT Security Feb 01, 2026

Intelligent Cyber-Attack Detection for Autonomous Vehicles - Car-Hacking Dataset with Real and Simulated CAN Traffic

Deep learning-ready dataset combining real vehicle CAN bus traffic and simulated attack scenarios (DoS, fuzzing, spoofing) for training intrusion detection systems to protect autonomous and connected vehicles from cyber-attacks.

#autonomous vehicles #CAN bus #cyber-attack #intrusion detection +4 more

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Kaggle

Cybersecurity Jan 23, 2026

Bot-IoT Dataset - Large-Scale IoT Botnet Traffic with Full Packet Capture

Comprehensive large-scale IoT botnet dataset combining legitimate IoT network traffic with realistic botnet attack scenarios. Features full packet captures (PCAP) and extracted flow features for diverse attack types including DDoS, reconnaissance, theft, and DoS attacks.

#botnet #IoT security #DDoS attacks #network traffic +6 more

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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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