139 citations · 191 across the 4 of their papers we have counts for
4 papers · 1 filter
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…
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…
A Novel Model for Vulnerability Analysis through Enhanced Directed Graphs and Quantitative Metrics
Ángel Longueira-Romero, Rosa Iglesias, Jose Luis Flores +1
Industrial components are of high importance because they control critical infrastructures that form the lifeline of modern societies. However, the rapid evolution of industrial co…
Auto-tune POIs: Estimation of distribution algorithms for efficient side-channel analysis
Unai Rioja, Lejla Batina, Jose Luis Flores +1
Due to the constant increase and versatility of IoT devices that should keep sensitive information private, Side-Channel Analysis (SCA) attacks on embedded devices are gaining visi…