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

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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

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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

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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

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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

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Zenodo

Cybersecurity Apr 13, 2026

IoT-23; Labeled IoT Malware & Benign Traffic [325M Flows, 500+ Hours]

Real IoT malware traffic dataset with 325M labeled network flows from 20 malware and 3 benign device captures over 500+ hours. PCAP and Zeek conn.log formats. Used for IoT botnet detection, malware traffic classification, and ML security research.

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

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UCI

Network Security Apr 13, 2026

RT-IoT2022: Real-Time IoT IDS Dataset [41 Features, Multi-Attack]

Real-time IoT network security dataset from a live IoT infrastructure with 41 bidirectional flow features. Includes ThingSpeak-LED, Wipro-Bulb, and MQTT-Temp devices with SSH brute force, DDoS (Hping/Slowloris), and Nmap attack scenarios. CSV format. Used for adaptive IDS development.

#iot #cybersecurity #intrusion-detection #network-traffic +11 more

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Kaggle

Network Security Apr 13, 2026

IoTID20: IoT Network Intrusion Dataset [625K Flows, 4 Attack Types, 83 Features]

Smart-home-derived IoT botnet dataset with 625,783 labeled flow records and 83 network features. Covers DoS, Mirai, MITM, and Scan attacks from EZVIZ and SKT NGU Wi-Fi cameras. CSV format. Supports binary, category, and sub-category IDS classification tasks.

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

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Kaggle

Cybersecurity Apr 13, 2026

Edge-IIoTset: Comprehensive IoT & IIoT Cyber Security Dataset [~12 GB, 15 Attack Types]

Realistic IoT/IIoT cybersecurity dataset supporting centralized and federated learning with 15 attack types across network, application, and protocol layers. CSV and PCAP formats (~12 GB). Available via IEEE Dataport and Kaggle. Designed for edge computing IDS research.

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

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