9 citations · 20 across the 10 of their papers we have counts for
10 papers
AXON: A ROS 2 RMW with Shared-Memory/QUIC Transport and QKD/ML-KEM Key Establishment
Sergio Sánchez de la Fuente, Miguel Ángel González-Santamarta, Francisco Javier Rodríguez-Lera +2
Robot Operating System 2 (ROS 2) standardizes application code against a middleware interface (RMW) whose reference implementations are built on the Data Distribution Service (DDS)…
Procedimiento de auditoría de ciberseguridad para sistemas autónomos: metodología, amenazas y mitigaciones
Adrián Campazas-Vega, Claudia Álvarez-Aparicio, David Sobrín-Hidalgo +4
The deployment of autonomous systems has experienced remarkable growth in recent years, driven by their integration into sectors such as industry, medicine, logistics, and domestic…
Anomaly detection in network flows using unsupervised online machine learning
Alberto Miguel-Diez, Adrián Campazas-Vega, Ángel Manuel Guerrero-Higueras +2
Nowadays, the volume of network traffic continues to grow, along with the frequency and sophistication of attacks. This scenario highlights the need for solutions capable of contin…
Integrating Quantized LLMs into Robotics Systems as Edge AI to Leverage their Natural Language Processing Capabilities
Miguel Á. González-Santamarta, Francisco J. Rodríguez-Lera, David Sobrín-Hidalgo +2
Large Language Models (LLMs) have experienced great advancements in the last year resulting in an increase of these models in several fields to face natural language tasks. The int…
A systematic literature review of unsupervised learning algorithms for anomalous traffic detection based on flows
Alberto Miguel-Diez, Adrián Campazas-Vega, Claudia Álvarez-Aparicio +2
The constant increase of devices connected to the Internet, and therefore of cyber-attacks, makes it necessary to analyze network traffic in order to recognize malicious activity.…
Enhancing Robot Explanation Capabilities through Vision-Language Models: a Preliminary Study by Interpreting Visual Inputs for Improved Human-Robot Interaction
David Sobrín-Hidalgo, Miguel Ángel González-Santamarta, Ángel Manuel Guerrero-Higueras +2
This paper presents an improved system based on our prior work, designed to create explanations for autonomous robot actions during Human-Robot Interaction (HRI). Previously, we de…
ROXIE: Defining a Robotic eXplanation and Interpretability Engine
Francisco J. Rodríguez-Lera, Miguel A. González-Santamarta, Alejandro González-Cantón +3
In an era where autonomous robots increasingly inhabit public spaces, the imperative for transparency and interpretability in their decision-making processes becomes paramount. Thi…
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models
Laura Fernández-Becerra, Miguel Ángel González-Santamarta, Ángel Manuel Guerrero-Higueras +2
The deployment of autonomous agents in environments involving human interaction has increasingly raised security concerns. Consequently, understanding the circumstances behind an e…
Explaining Autonomy: Enhancing Human-Robot Interaction through Explanation Generation with Large Language Models
David Sobrín-Hidalgo, Miguel A. González-Santamarta, Ángel M. Guerrero-Higueras +2
This paper introduces a system designed to generate explanations for the actions performed by an autonomous robot in Human-Robot Interaction (HRI). Explainability in robotics, enca…
Using Large Language Models for Interpreting Autonomous Robots Behaviors
Miguel A. González-Santamarta, Laura Fernández-Becerra, David Sobrín-Hidalgo +3
The deployment of autonomous robots in various domains has raised significant concerns about their trustworthiness and accountability. This study explores the potential of Large La…