Phuc Hao Do
Also known as: Do Hao
Da Nang Architecture University, Sankt-Peterburgskij gosudarstvennyj universitet telekommunikacij imeni professora M A Bonc-Bruevica
About
Dr. Phuc Hao Do is a Lecturer and Researcher in the Faculty of Information Technology at Danang Architecture University (DAU), Vietnam, and a Member of IEEE. He received his Ph.D. in Telecommunications Systems and Networks from the Bonch-Bruevich Saint Petersburg State University of Telecommunications (SPbSUT), Russia.
His research is on AI-driven security for non-terrestrial networks: making intrusion and malware detection trustworthy when it is deployed on satellite and 6G NTN infrastructure, and preparing those systems for the migration to post-quantum cryptography. those systems for the migration to post-quantum cryptography. Three lines run through his work.
Machine learning for network and system security. IoT botnet and malware traffic detection, host-based intrusion detection from system-call sequences, phishing and ransomware classification, and federated learning for malware detection across distributed networks without centralising traffic.
Non-terrestrial and satellite networks. Traffic classification and prioritisation on satellite links, resource allocation for multi-beam satellites, and federated learning over LEO constellations, including the aggregation problems that arise when clients do not share a common parameterisation.
Quantum-safe systems. Organisational and protocol readiness for the migration away from classical public-key cryptography, and the practical limits of quantum algorithms for network problems.
He serves on the technical program committees of RIVF and CITA, and reviews for IEEE Internet of Things Journal, IEEE Transactions on Learning Technologies, Neurocomputing, Engineering Applications of Artificial Intelligence, Journal of the Franklin Institute, and Transactions on Emerging Telecommunications Technologies.
Contact: [email protected]
Employment
-
Sankt-Peterburgskij gosudarstvennyj universitet telekommunikacij imeni professora M A Bonc-Bruevica Phd Student2022 - 2025
-
Da Nang Architecture University PhD - Senior Lecturer2017 - Present
Education
-
Danang University of Science and Technology Faculty of Electrical Engineering Master2015 - 2017
Projects & Funding
Projects & funding information is unavailable.
Publications (40)
- PBSNet: Parallel branch spatial network for precise brain tumor classification in MRI slices Save
- Architectural ablation and statistical quality control for deep stellar spectral classification on SDSS DR19 Save
- Robust Quishing Detection on Low-Resolution QR Codes via Feature Learning and Residual CNNs Save
- Synergies of AI and Quantum Technologies in Next-Generation Non-Terrestrial Networks: A Comprehensive Survey Save
- PFR-ViT: A Polynomial Feature Representation-Enhanced Vision Transformer for Medical Data Classification Save
- Optimizing Resource Allocation for Multi-beam Satellites Using Genetic Algorithm Variations Save
- Comparative Performance of Deep Learning Models in Detecting Invasive Ductal Carcinoma Save
- Classifying IoT Botnet Attacks With Kolmogorov-Arnold Networks: A Comparative Analysis of Architectural Variations Save
- Challenges in Applying Variational Quantum Algorithms to Dynamic Satellite Network Routing Save
- Are Enterprises Ready for Quantum-Safe Cybersecurity? Save