Dryad

IoT Security & Intrusion Detection Sep 22, 2026

UNSW-IoTraffic: Consumer IoT Packets, Flows and Protocols

Consumer IoT network traffic from 27 devices over about 203 days: 95.5 million packets and 4.9 million flows, released as packet, flow and protocol files.

#iot #network traffic #device identification #device fingerprinting +4 more

View Dataset

UCI Machine Learning Repository

IoT Security & Intrusion Detection Sep 22, 2026

Kitsune Network Attack: Nine Attacks on IP Cameras and IoT

Nine attack captures for network intrusion detection, with a documented total of 27,170,754 packets, 115 statistical features per packet and separate binary labels.

#iot security #intrusion detection #mirai #botnet +5 more

View Dataset

Mendeley Data

IoT Security & Intrusion Detection Sep 14, 2026

IoT-SFC v2 — 49.9M-Record IoT/IIoT Attack Dataset

Publisher-reported 49,902,287 labeled IoT/IIoT records with 88 columns; the inspected attack log contains 302 sessions across 14 attack types.

#iot security #iiot #intrusion detection #mqtt +5 more

View Dataset

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

View Dataset

Zenodo

Healthcare Jun 02, 2026

IoMT-TrafficData — Internet of Medical Things IDS Benchmark [2.7 GB]

Internet of Medical Things IDS dataset with BLE, IP packet, and IP flow captures. CSV and pickle formats, 2.7 GB, for ML-based healthcare IoT intrusion detection.

#iot #iomt #healthcare #intrusion detection +8 more

View Dataset

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

View Dataset

UCI

Cybersecurity May 03, 2026

N-BaIoT: Real IoT Botnet Traffic from 9 Infected Devices [7M Records, Mirai & BASHLITE]

Real IoT botnet traffic dataset from 9 commercial devices (webcams, routers, thermostats) authentically infected by Mirai and BASHLITE. Over 7M records, 115 statistical features. CSV format. Benchmark for deep-learning-based IoT anomaly and botnet detection.

#iot #cybersecurity #botnet #mirai +11 more

View Dataset

Zenodo

Smart City May 03, 2026

Gotham Device-Level IoT Traffic: 78 Smart City Devices, Federated IDS Benchmark [2026]

Large-scale distributed IoT IDS benchmark with traffic captured at individual device interfaces across 78 heterogeneous smart city IoT devices using the Gotham testbed. PCAP and CSV. Published January 2026 on Zenodo. Designed for federated learning and decentralised IDS research.

#iot #smart-city #federated-learning #intrusion-detection +11 more

View Dataset

Zenodo

Smart Home May 03, 2026

ZigBeeNet: Decrypted Zigbee Smart Home Traffic Dataset [15 Devices, 20 Days]

First open Zigbee IoT dataset with fully decrypted payloads, captured from a real smart home with 15 Zigbee devices over 20 days. Distributed as a single archive (dataset.tar.gz, 663.4 MB) of pcap captures with the network key included. Published October 2024 on Zenodo under CC BY 4.0.

#iot #smart-home #zigbee #protocol +11 more

View Dataset

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

View Dataset

University

Network Security Apr 13, 2026

CICIoT2023: Real-Time IoT Attack Dataset [47M+ Labeled Flows, 33 Attack Types]

Large-scale IoT cybersecurity dataset with 47M+ labeled network flows from 105 real IoT devices across 33 attack types in 7 categories. PCAP and CSV formats. Built for IDS/IPS development and ML-based IoT traffic classification research.

#iot #cybersecurity #intrusion-detection #ddos +11 more

View Dataset

University

Network Security Apr 13, 2026

TON_IoT: UNSW Telemetry, Network & OS Attack Traces [Multi-Source IIoT]

Heterogeneous IoT/IIoT dataset from UNSW Canberra Cyber Range with network traffic, Windows/Linux OS traces, and IoT sensor telemetry. Labeled for 9 attack types including DoS, DDoS, ransomware, and XSS. CSV and PCAP formats. Benchmark for AI-based IDS evaluation.

#iot #industrial-iot #cybersecurity #intrusion-detection +11 more

View Dataset