Horizon Europe - DOSS Project - Secure-by-Design IoT Operation with Supply Chain Control
Published March 25, 2025 | Version v1
Dataset Open

Synthetic UDP Flood Cyberattack Dataset

Authors/Creators

  • 1. IITIS (PAN)
  • 2. Instytut Informatyki Teoretycznej i Stosowanej Polskiej Akademii Nauk
  • 3. ROR icon Hebron University

Description

This file contains a Synthetic Cyberattack Dataset created by IITIS within the DOSS Project concerning UDP Cyberattacks against a DOSS IoT Usecase and its Gateway. The Dataset contains data concerning both attack and benign packets that are generated by two distinct devices, one of which is  compromised while the other sends normal benign traffic. The data is labeled with the Ground Truth, so that it can be used for testing and optimizing the cyberattack detection and  mitigation algorithms and systems that are developed in DOSS.

Files

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Additional details

Related works

Is supplement to
Journal article: 10.1109/JIOT.2025.3529615 (DOI)
Conference paper: 10.5281/zenodo.13916258 (DOI)
Conference paper: 10.5281/zenodo.8094795 (DOI)
Conference paper: 10.5281/zenodo.10154445 (DOI)

Funding

European Commission
DOSS - SECURE-BY-DESIGN IOT OPERATION WITH SUPPLY CHAIN CONTROL 101120270

References

  • Gelenbe, E., & Nasereddin, M. (2025). Adaptive Attack Mitigation for IoV Flood Attacks. IEEE Internet of Things Journal. https://doi.org/10.5281/zenodo.14647211
  • Nasereddin, M., Nakip, M., & Gelenbe, E. (2024, October 10). A Deep Learning based Intrusion Detection and Prevention System for Mitigating DoS Attacks. EuroCyberSec24 Workshop, co-located with IEEE MASCOTS'24, Krakow, Poland. https://doi.org/10.5281/zenodo.13916259
  • Mohammed Nasereddin, Mert Nakip, & Gelenbe, E. (2023, September 6). Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed. The 48th IEEE Conference on Local Computer Networks (IEEE LCN 2023), Daytona Beach, Florida, USA. https://doi.org/10.1109/LCN58197.2023.10223358
  • Gelenbe, E., & Nasereddin, M. (2023, November 1). Protecting IoT Servers Against Flood Attacks with the Quasi Deterministic Transmission Policy. 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2023), Exeter, UK. https://doi.org/10.5281/zenodo.10154446