Published April 29, 2025
| Version v1.0.0
Dataset
Open
mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025: Initial release of UL-ECE-DDoS-H-IoT2025 datasets (April 2025)
Authors/Creators
Description
This is the initial release of two benchmark datasets designed for DDoS attack detection in Healthcare IoT (H-IoT) environments:
- UL-ECE-MQTT-DDoS-H-IoT2025: Simulated using Cooja with MQTT traffic
- UL-ECE-UDP-DDoS-H-IoT2025: Simulated using ns-3 with UDP traffic
Each dataset includes:
- Raw simulation logs (except for the large UDP file, available upon request)
- Preprocessed CSV files
- Python preprocessing scripts
Please cite the following if you use the datasets:
@article{akhi2025tcn,
title={TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach},
author={Akhi, Mirza and Eising, Ciarán and Dhirani, Lubna Luxmi},
journal={IEEE Access},
year={2025},
publisher={IEEE}
}
Files
mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025-v1.0.0.zip
Files
(5.3 MB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025/tree/v1.0.0 (URL)
Software
- Repository URL
- https://github.com/mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025