benign IoT Dataset Records

benign IoT Dataset Records | IoTDataset.com

Showing 2 of 2 datasets

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

View Dataset

Kaggle

Cybersecurity Feb 08, 2026

IoT-23: A labeled dataset with malicious and benign IoT network traffic

IoT-23 provides labeled IoT network-traffic captures, including 20 malware scenarios and 3 benign IoT captures, intended to support machine-learning research on IoT security.

#iot #network traffic #malware #benign +2 more

View Dataset