unsw IoT Dataset Records | IoTDataset.com

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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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Scientific Reports (Nature Publishing Group)

IoT Security / Machine Learning Intrusion Detection Feb 03, 2026

Securing IoT Networks: A Machine Learning Approach for Detecting Unusual Traffic Patterns

A merged and optimized dataset combining N-BaIoT (IoT-specific traffic) and UNSW-NB15 (general network threats) with feature engineering, dimensionality reduction, and benchmarked ML models (Decision Tree, SVM, Random Forest, Neural Network) for IoT anomaly detection, published in Scientific Reports.

#N-BaIoT #UNSW-NB15 #IoT security #machine learning +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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