167 citations · 196 across the 29 of their papers we have counts for
3 papers · 1 filter
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
Phai Vu Dinh, Diep N. Nguyen, Dinh Thai Hoang +3
While intrusion detection systems (IDSs) benefit from the diversity and generalization of IoT data features, the data diversity (e.g., the heterogeneity and high dimensions of data…
Constrained Twin Variational Auto-Encoder for Intrusion Detection in IoT Systems
Phai Vu Dinh, Quang Uy Nguyen, Dinh Thai Hoang +3
Intrusion detection systems (IDSs) play a critical role in protecting billions of IoT devices from malicious attacks. However, the IDSs for IoT devices face inherent challenges of…
Transfer Learning for Future Wireless Networks: A Comprehensive Survey
Cong T. Nguyen, Nguyen Van Huynh, Nam H. Chu +7
With outstanding features, Machine Learning (ML) has been the backbone of numerous applications in wireless networks. However, the conventional ML approaches have been facing many…