| FL, IoT |
2023 |
Preprint |
L. T. Le, T.D. Nguyen, T.A. Nguyen, C. S. Hong, N. H. Tran, "Federated Deep Equilibrium Learning: A Compact Shared Representation for Edge Communication Efficiency. |
Link/Code |
| FL, IoT |
2023 |
Conference |
T.A. Nguyen, J. He, L. T. Le, W. Bao, N. H. Tran, "Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks,"
IEEE International Conference on Computer Communications (INFOCOM), 2023. |
Link/Code |
| SDN, ML, FPGA |
2022 |
Conference |
T. H. Q. Bao, L. T. Le, T. N. Thinh & CK. Pham. "A High-Performance FPGA-Based Feature Engineering Architecture for Intrusion Detection System in SDN Networks".
International Conference on Intelligence of Things, 2022. |
Link
|
| SDN, Cloud |
2022 |
Journal |
L. T. Le & T. N. Thinh. "Enhancing Security and Robustness for SDN-Enabled Cloud Networks".
REV Journal on Electronics and Communications. |
Link
|
| FL |
2022 |
Preprint |
TA. Nguyen, J. Nguyen, L. T. Le, C. T. Dinh & N. H. Tran. "On the Generalization of Wasserstein Robust Federated Learning".
Preprint, 2022. |
Link/Code |
| SDN, ML |
2021 |
Conference |
L. T. Le and T. N. Thinh. "On the Improvement of Machine Learning Based Intrusion Detection System for SDN Networks".
NAFOSTED Conference on Information and Computer Science (NICS), 2021. |
Link |
| IoT, Edge Computing |
2021 |
Journal |
C. P. Q, T. N. Thinh, T. Le, P. Vu, L. T. Le & K. Hoang, "Air quality monitoring systems with multiple data sources for ho chi minh city".
EAI Endorsed Transactions on Context-aware Systems and Applications. |
Link |
| Edge Computing |
2021 |
Conference |
T. N. Thinh, L. T. Le et al., "An Edge-AI Heterogeneous Solution for Real-time Parking Occupancy Detection".
International Conference on Advanced Technologies for Communications (ATC), 2021. |
Link |
| SDN |
2018 |
Conference |
T. N. Thinh, L. T. Le, M. A. T. Tran. “ODL-ANTIFLOOD: A Comprehensive Solution For Securing OpenDayLight Controller”.
International Conference on Advanced Computing and Applications (ACOMP), 2018. |
Link |
