Personal profile
Research interests
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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 4 Finished
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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-3-11)
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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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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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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Diffusion-Augmented Industrial Anomaly Detection Leveraging Attention-Empowered Multi-CNN Transformer Fusion
Alam, M. M., Barnawi, A. Y., Golam, M., Tanha, K. J. & Jun, T., 2026, (Accepted/In press) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open Access -
HQC2NN: Hybrid Quantum-Classical Drone Detection for Low-SNR Conditions in Low-Altitude Economy Networks
Tanveer, L., Kaleem, Z., El-Maleh, A. H., Afaq, M., Barnawi, A. & Arslan, H., 2026, In: IEEE Open Journal of the Communications Society. 7, p. 614-629 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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
5 Scopus citations -
Deep Auto-Encoder Based Intelligent and Secure Time Synchronization Protocol (iSTSP) for Security-Critical Time-Sensitive WSNs
Abdul-Rashid, R., Rahman, M. A. A. & Barnawi, A. Y., 2025, In: CMES - Computer Modeling in Engineering and Sciences. 144, 3, p. 3213-3250 38 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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 Access6 Scopus citations