Chi-Hieu Nguyen

Ph.D. Student at the University of Technology Sydney

Publications

2025

  1. Empowering AI with Homomorphic Encryption for Secure Deep Reinforcement Learning
    Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N Nguyen, and 2 more authors
    Nature Machine Intelligence
  2. Demo: PP-AICloud for Edge-Assisted Privacy-Preserving AI Inference with Homomorphic Encryption in Cloud-Based Mobile Services
    Chi-Hieu Nguyen, Bui Duc Manh, Dinh Thai Hoang, and 2 more authors
    In ACM MobiCom Demos
  3. Adaptive Quantization and Differential Privacy Federated Learning Framework
    M. Hai Nguyen, Chi-Hieu Nguyen, Dinh Thai Hoang, and 2 more authors
    IEEE Transactions of Mobile Computing (major revision)
  4. Securing Blockchain Systems: A Novel Collaborative Learning Framework to Detect Attacks in Transactions and Smart Contracts
    Tran Viet Khoa, Do Hai Son, Chi-Hieu Nguyen, and 7 more authors
    IEEE Transactions on Cognitive Communications and Networking (minor revision)
  5. A Novel Blockchain Based Information Management Framework for Web 3.0
    Md Arif Hassan, Cong T Nguyen, Chi-Hieu Nguyen, and 3 more authors
    IEEE Transactions on Network and Service Management (minor revision)
  6. Enabling technologies for Web 3.0: A comprehensive survey
    Md Arif Hassan, Mohammad Behdad Jamshidi, Bui Duc Manh, and 8 more authors
    Computer Networks
  7. Privacy-Preserving cyberattack detection in Blockchain-Based IoT systems using AI and homomorphic encryption
    Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, and 3 more authors
    IEEE Internet of Things Journal
  8. FHERMA Cookbook: FHE Components for Privacy-Preserving Applications
    Janis Adamek, Aikata Aikata, Ahmad Al Badawi, and 17 more authors
    In Proceedings of the 13th Workshop on Encrypted Computing & Applied Homomorphic Computing

2024

  1. Encrypted Data Caching and Learning Framework for Robust Federated Learning-Based Mobile Edge Computing
    Chi-Hieu Nguyen, Yuris Mulya Saputra, Dinh Thai Hoang, and 4 more authors
    IEEE/ACM Transactions on Networking
  2. Towards Secure AI-empowered Vehicular Networks: A Federated Learning Approach using Homomorphic Encryption
    Chi-Hieu Nguyen, Bui Duc Manh, Dinh Thai Hoang, and 2 more authors
    In 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)
  3. Homomorphic Encryption-Enabled Federated Learning for Privacy-Preserving Intrusion Detection in Resource-Constrained IoV Networks
    Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, and 1 more author
    In 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall)
  4. A Novel Blockchain-Based Information Management Framework for Web 3.0
    Md Arif Hassan, Cong T Nguyen, Chi-Hieu Nguyen, and 3 more authors
    In GLOBECOM 2024-2024 IEEE Global Communications Conference
  5. Towards Secure Edge Computing: Advanced Machine Learning Techniques for Detecting Malicious Computing Tasks
    Mshari Aljumaie, Tran Viet Khoa, Chi-Hieu Nguyen, and 3 more authors
    In GLOBECOM 2024-2024 IEEE Global Communications Conference

2023

  1. Efficient Multi-UAV Assisted Data Gathering Schemes for Maximizing the Operation Time of Wireless Sensor Networks in Precision Farming
    Khanh-Van Nguyen, Chi-Hieu Nguyen, Tien Van Do, and 1 more author
    IEEE Transactions on Industrial Informatics
  2. Potential Applications and Benefits of Metaverse
    Mshari Aljumaie, Hieu Chi Nguyen, Nam H Chu, and 4 more authors
    Metaverse Communication and Computing Networks: Applications, Technologies, and Approaches

2021

  1. Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks
    Khanh-Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, and 2 more authors
    Wireless Networks
  2. Multi-UAV assisted data gathering in wsn: A milp approach for optimizing network lifetime
    Chi-Hieu Nguyen, and Khanh-Van Nguyen
    In 2021 RIVF International Conference on Computing and Communication Technologies (RIVF)

2020

  1. Improved Compact Routing Schemes for Random Interconnects
    Chi-Hieu Nguyen, Chung T Kieu, and Khanh-Van Nguyen
    International Journal of Distributed Systems and Technologies (IJDST)

2019

  1. Balanced landmark-based graph partitioning with application in navigating with limited resources
    Chi-Hieu Nguyen, and Khanh-Van Nguyen
    In Proceedings of the 10th International Symposium on Information and Communication Technology
  2. Efficient Landmark-Based Compact Routing for Random Interconnection Topologies
    Chi-Hieu Nguyen, Chung T Kieu, and Khanh Van Nguyen
    In 2019 IEEE-RIVF International Conference on Computing and Communication Technologies (RIVF)