Publications

This section lists my academic and technical publications, particularly as I bridge cybersecurity and AI.

📝 Research In Progress

• Advancing Network Intrusion Detection with the LycoS-Unicas-IDS 2018 Dataset: Tackling Imbalanced Big Data with Machine Learning
  (Draft in progress — will be submitted to a peer-reviewed journal in 2025)
• Identifying Anomalous Network Traffic Through Clustering and Classification Methods: DoS Attacks as a Case Study
  (Draft in progress — will be submitted to a peer-reviewed journal in 2025)

📄 Previous Work

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• Control Methods for Mitigating Critical Cloud Computing Issues in Banking Organizations: A Review

  A. Elzamly, N. Messabia, H. A. Elbaz — The Journal of Natural Sciences, Vol. 24(01), 40–59, 2022.
  Review of security limitations in cloud computing for banking sectors and proposals for mitigation strategies. :contentReference[oaicite:1]{index=1}

• Critical Cloud Computing Risks for Banking Organizations: Issues and Challenges

  A. Elzamly, N. Messabia, M. Doheir, S. Abu Naser, H. A. Elbaz — Religación. Revista de Ciencias Sociales y Humanidades, Vol. 4(18), 673–682, 2019.
  Explores cloud-native threats and compliance concerns for financial institutions. :contentReference[oaicite:2]{index=2}

• Analysis and Verification of a Key Agreement Protocol over Cloud Computing Using Scyther Tool

  A. Elbaz, M. H. Abd‑Elaziz, M. T. Nazmy — International Journal of Distributed and Cloud Computing, Vol. 2(2), 1–7, 2014.
  A formal analysis using the Scyther security protocol verification tool. :contentReference[oaicite:3]{index=3}

• A Secure Electronic Student Record Using Hierarchal Identity‑based Authentication over University Cloud Storage

  H. A. Elbaz, M. H. Abd‑Elaziz, T. Nazmy — International Journal of Emerging Trends in Engineering and Development, Vol. 6(4), 2014.
  Describes an identity-based access control system for educational cloud environments. :contentReference[oaicite:4]{index=4}

• Trusting Identity Based Authentication on Hybrid Cloud Computing

  H. A. Elbaz, M. H. Abd‑Elaziz, T. Nazmy — Proceedings of the International Conference on Cloud Computing, pp. 179–188, 2013.
  Investigation into trust models in federated cloud architectures. :contentReference[oaicite:5]{index=5}

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🔍 Additional Papers & Reports

• S.O.S. booklet for global young scholars: Facing the scientific and ethical challenges of the modern age
  A. R. J. Biljana Gjoneska, Reina Camacho Toro, Hazem Elbaz, Natasa Simic, …, 2020. :contentReference[oaicite:6]{index=6}

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🔗 For the full list of my publications and citation metrics, visit my Google Scholar profile.

📬 I welcome collaboration and feedback — feel free to connect with me for co-authoring or reviewing.