publications

publications by categories in reversed chronological order.

2024

  1. EAAI
    Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions
    Thuy Dung Nguyen, Tuan Nguyen , Phi Le Nguyen , and 3 more authors
    Engineering Applications of Artificial Intelligence, 2024
    PDF
  2. IBA
    Iba: Towards irreversible backdoor attacks in federated learning
    Thuy Dung Nguyen, Tuan A Nguyen , Anh Tran , and 2 more authors
    Advances in Neural Information Processing Systems, 2024
    PDF
  3. ACML
    Empirical Study of Federated Unlearning: Efficiency and Effectiveness
    Thai-Hung Nguyen , Hong-Phuc Vu , Dung Thuy Nguyen, and 3 more authors
    In Asian Conference on Machine Learning , 2024
    PDF

2023

  1. Attentional ensemble model for accurate discharge and water level prediction with training data enhancement
    Anh Duy Nguyen , Viet Hung Vu , Duc Viet Hoang , and 4 more authors
    Engineering Applications of Artificial Intelligence, 2023
    PDF
  2. FedGrad
    FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection
    Thuy Dung Nguyen, Anh Duy Nguyen , Thanh-Hung Nguyen , and 4 more authors
    In 2023 International Joint Conference on Neural Networks (IJCNN) , 2023
    PDF

2022

  1. Feddrl
    Feddrl: Deep reinforcement learning-based adaptive aggregation for non-iid data in federated learning
    Nang Hung Nguyen , Phi Le Nguyen , Thuy Dung Nguyen, and 5 more authors
    In Proceedings of the 51st International Conference on Parallel Processing , 2022
  2. Image-based contextual pill recognition with medical knowledge graph assistance
    Anh Duy Nguyen , Thuy Dung Nguyen, Huy Hieu Pham , and 2 more authors
    In Asian Conference on Intelligent Information and Database Systems , 2022

2021

  1. JOLOT
    Joint optimization of charging location and time for network lifetime extension in WRSNs
    Thuy Dung Nguyen, Tuyen Nguyen , Thanh Hung Nguyen , and 2 more authors
    IEEE Transactions on Green Communications and Networking, 2021