Projects per year
Personal profile
Research interests
Computer Networks, Sensor Networks, Iot, Modelling And Simulation, Machine Learning
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Abdulaziz Yagoub Barnawi 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Coordinated GAN and GNN-Based Backdoor Injection Attacks in Federated Learning
Barnawi, A. Y. (PI) & Ghaleb, M. (CoI)
1/01/25 → 31/12/25
Project: Research
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Engineering Design-I: Inspiring Technical Innovation via capstone Product Development (EDU-3-10)
Shuaib, A. (PI), Al-Shayea, N. (CoI), AwadyDoklah, M. (CoI), Eleiche, A. S. (CoI) & Barnawi, A. Y. (CoI)
1/09/10 → 1/09/11
Project: Research
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Engineering Design-I: Inspiring Technical Innovation via capstone Product Development (EDU-3-11)
Shuaib, A. (PI), Al-Shayea, N. (CoI), AwadyDoklah, M. (CoI), Eleiche, A. S. (CoI) & Barnawi, A. Y. (CoI)
1/09/10 → 1/09/11
Project: Research
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Energy-efficient MAC Protocols for Low-power Wireless Sensor Networks
Barnawi, A. Y. (PI)
1/01/01 → 1/01/01
Project: Research
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A Novel Few-Shot ML Approach for Intrusion Detection in IoT
Islam, M. D. S., Yusuf, A., Gambo, M. D. & Barnawi, A. Y., May 2025, In: Arabian Journal for Science and Engineering. 50, 10, p. 7765-7779 15 p., 102899.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Dynamic spectrum sharing in heterogeneous wireless networks using deep reinforcement learning
Adebayo, S. O., Barnawi, A., Sheltami, T. & Felemban, M., Jul 2025, In: Internet of Things (Netherlands). 32, 101635.Research output: Contribution to journal › Article › peer-review
Open Access -
Explainable AI for Lightweight Network Traffic Classification Using Depthwise Separable Convolutions
Ghaleb, M., Hamdan, M., Barnawi, A. Y., Gambo, M., Danasabe, A., Bello, S. & Habib, A., 2025, (Accepted/In press) In: IEEE Open Journal of the Computer Society.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimization of network device hardening in a multivendor environment
Imoukhuede, A. B., Sheltami, T. R., Mahmoud, A. H. & Barnawi, A. Y., Dec 2025, In: Scientific Reports. 15, 1, 15042.Research output: Contribution to journal › Article › peer-review
Open Access -
A Lightweight Intrusion Detection System Using Convolutional Neural Network and Long Short-Term Memory in Fog Computing
Alzahrani, H., Sheltami, T., Barnawi, A., Imam, M. & Yaser, A., 2024, In: Computers, Materials and Continua. 80, 3, p. 4703-4728 26 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations