On the Semi-Blind Mutually Referenced Equalizers for MIMO Systems

1 code implementation • 1 Nov 2023 • Do Hai Son, Karim Abed-Meraim, Tran Trong Duy, Nguyen Linh Trung, Tran Thi Thuy Quynh

Minimizing training overhead in channel estimation is a crucial challenge in wireless communication systems.

Collaborative Learning for Cyberattack Detection in Blockchain Networks

no code implementations • 21 Mar 2022 • Tran Viet Khoa, Do Hai Son, Dinh Thai Hoang, Nguyen Linh Trung, Tran Thi Thuy Quynh, Diep N. Nguyen, Nguyen Viet Ha, Eryk Dutkiewicz

The main idea of the proposed learning model is to enable blockchain nodes to actively collect data, share the knowledge learned from its data, and then exchange the knowledge with other blockchain nodes in the network.

Intrusion Detection

Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks

no code implementations • 2 Dec 2021 • Tran Viet Khoa, Dinh Thai Hoang, Nguyen Linh Trung, Cong T. Nguyen, Tran Thi Thuy Quynh, Diep N. Nguyen, Nguyen Viet Ha, Eryk Dutkiewicz

Challenges in implementation of FL in such systems include unavailability of labeled data and dissimilarity of data features in different IoT networks.

Federated Learning Intrusion Detection +1