most citedClustered Federated Learning Architecture for Network Anomaly Detection in Large Scale Heterogeneous IoT Networks

139 citations · 176 across the 2 of their papers we have counts for

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2 papers

cs.CR2023★ 139 cited

Clustered Federated Learning Architecture for Network Anomaly Detection in Large Scale Heterogeneous IoT Networks

Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano +2

There is a growing trend of cyberattacks against Internet of Things (IoT) devices; moreover, the sophistication and motivation of those attacks is increasing. The vast scale of IoT…

cs.CR2022★ 37 cited

Gotham Testbed: a Reproducible IoT Testbed for Security Experiments and Dataset Generation

Xabier Sáez-de-Cámara, Jose Luis Flores, Cristóbal Arellano +2

The growing adoption of the Internet of Things (IoT) has brought a significant increase in attacks targeting those devices. Machine learning (ML) methods have shown promising resul…