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Dive into the research topics where Ezedin Baraka Baraka is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Advanced Techniques for Alert Management in Security Information and Event Management Systems With Ensembled Deep Learning, Hybrid Optimization, and Multi-Feature Extraction
Khayat, M., Barka, E., Serhani, M. A., Sallabi, F., Shuaib, K. & Khater, H. M., 2025, In: IEEE Open Journal of the Communications Society. 6, p. 7349-7368 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
AI-Driven Lightweight and Trustworthy Federated Learning Framework for Decision-Making in Resource-Constrained Edge-IoT
Tariq, A., Sallabi, F., Serhani, M. A., Barka, E. S., Qayyum, T., Din, I. & Syed, I., 2025, (Accepted/In press) In: IEEE Transactions on Consumer Electronics.Research output: Contribution to journal › Article › peer-review
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Blockchain-Powered Secure and Scalable Threat Intelligence System With Graph Convolutional Autoencoder and Reinforcement Learning Feedback Loop
Khayat, M., Barka, E., Adel Serhani, M., Sallabi, F., Shuaib, K. & Khater, H. M., 2025, In: IEEE Access. 13, p. 24736-24748 13 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
Dynamic Edge Computing with MARL and AI-Driven Selective Homomorphic Encryption for Trustworthy Federated Learning
Tariq, A., Sallabi, F. M., Serhani, M. A., Qayyum, T. & Barka, E. S., 2025, IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2025. Institute of Electrical and Electronics Engineers Inc., (IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Citation (Scopus) -
Empowering Security Operation Center with Artificial Intelligence and Machine Learning - A Systematic Literature Review
Khayat, M., Barka, E., Adel Serhani, M., Sallabi, F., Shuaib, K. & Khater, H. M., 2025, In: IEEE Access. 13, p. 19162-19197 36 p.Research output: Contribution to journal › Article › peer-review
Open Access20 Link opens in a new tab Citations (Scopus)