3 papers
cs.DC2025
Strategic Server Deployment under Uncertainty in Mobile Edge Computing
Duc A. Tran, Dung Truong, Duy Le
Server deployment is a fundamental task in mobile edge computing: where to place the edge servers and what user cells to assign to them. To make this decision is context-specific,…
cs.LG2025
RobustFSM: Submodular Maximization in Federated Setting with Malicious Clients
Duc A. Tran, Dung Truong, Duy Le
Submodular maximization is an optimization problem benefiting many machine learning applications, where we seek a small subset best representing an extremely large dataset. We focu…
cs.CR2024
FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks
Duong H. Nguyen, Phi L. Nguyen, Truong T. Nguyen +2
Federated Learning (FL) is a machine learning method for training with private data locally stored in distributed machines without gathering them into one place for central learnin…