FY2024 Student Mentored Research Grant

Project Summary

This project supports student research at both undergraduate and graduate levels within the scope of Arizona’s Technology and Research Initiative Fund (TRIF), and is designed to encourage student participation in research and provide a small allocation of funds to faculty advisors to aid material support of the student research.

Outcomes

External Funding

1. CRII: OAC: Cyberinfrastructure for IoT Communications

   • Sponsor: National Science Foundation

   • Project Period: 8/2024 – 7/2026

Publications

1. Quoc Bao Phan, Minh K. Quan, Kanishka Ranaweera, Tuy Tan Nguyen*, Pubudu N. Pathirana, and Dinh C. Nguyen, "Deep Learning under Federated Settings: A Survey," submitted to IEEE Internet of Things Journal, Jul. 2024.

2. Tuy Tan Nguyen, Tianyi Chen, Ian Philippi, Quoc Bao Phan, Shunri Kudo, Samsul Huda, and Yasuyuki Nogami, "A Highly Secure and Accurate System for COVID-19 Diagnosis from Chest X-Ray Images," 67th IEEE International Midwest Symposium on Circuits and Systems (MWSCAS 2024),  Springfield, MA, 11–14 Aug. 2024, pp. 980–984. (Paper Link)

3. Linh Nguyen, Andri Santoso, Samsul Huda, Yasuyuki Nogami, and Tuy Tan Nguyen, "Securing Data Transmission in Noisy Channels: A Synergistic Approach using Kyber and BCH Codes," IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW 2024), Taichung, Taiwan, 9–11 Jul. 2024, pp. 399–400. (Paper Link)

4. Tianyi Chen, Ian Philippi, Quoc Bao Phan, Linh Nguyen, Ngoc Thang Bui, Carlo daCunha and Tuy Tan Nguyen, "A Vision Transformer Machine Learning Model for COVID-19 Diagnosis Using Chest X-Ray Images," Healthcare Analytics, vol. 5, pp. 100332, Jun. 2024. (Paper Link)

5. Linh Nguyen, Quoc Bao Phan, and Tuy Tan Nguyen, "A Comprehensive Approach for Denoising and Securing Audio Data with U-Net and Kyber," 18th International Conference on Ubiquitous Information Management and Communication (IMCOM 2024), Kuala Lumpur, Malaysia, 3–5 Jan. 2024, pp. 1–6. (Paper Link)