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20242026
most citedByzantine-Robust Aggregation for Securing Decentralized Federated Learning

5 citations · 9 across the 5 of their papers we have counts for

collaborators

7 papers

cs.CR2026

Quantum-Seeded Distributed Post-Quantum Group Signatures for 5G V2X Communications

P. Blanco-Casal, P. Rejo-Iglesias, D. Cajaraville-Aboy +4

Vehicle-to-Everything (V2X) communications rely on elliptic-curve signatures that a quantum adversary breaks and on pseudonym certificates whose anonymity rests on rotation rate, n…

astro-ph.HE2026

SN 2023iop: An Extreme 1987A-like Supernova and the Death of Very Massive Stars

Steve Schulze, Avinash Singh, Nikhil Sarin +69

Supernova (SN) 1987A showed that some hydrogen-rich core-collapse supernovae (SNe) rise slowly to peak, defining a distinct subclass. Wide-field surveys have uncovered more extreme…

cs.DC2026

Coded Task Offloading for Fluid Computing: A Privacy-Aware Approach under D2D Networks

Diego Cajaraville-Aboy, Manuel Fernández-Veiga, Ana Fernández-Vilas +1

Fluid Computing aims to support distributed applications execution across heterogeneous cloud, edge, and device resources, motivating task execution mechanisms that adapt to dynami…

cs.DC2026

Decentralized Orchestration Architecture for Fluid Computing: A Secure Distributed AI Use Case

Diego Cajaraville-Aboy, Ana Fernández-Vilas, Rebeca P. Díaz-Redondo +2

Distributed AI and IoT applications increasingly execute across heterogeneous resources spanning end devices, edge/fog infrastructure, and cloud platforms, often under different ad…

cs.LG2025★ 4 cited

Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulator

Alberto Bazán-Guillén, Carlos Beis-Penedo, Diego Cajaraville-Aboy +6

Realistic urban traffic simulation is essential for sustainable urban planning and the development of intelligent transportation systems. However, generating high-fidelity, time-va…

cs.LG2025

CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection

Diego Cajaraville-Aboy, Marta Moure-Garrido, Carlos Beis-Penedo +5

The use of DNS over HTTPS (DoH) tunneling by an attacker to hide malicious activity within encrypted DNS traffic poses a serious threat to network security, as it allows malicious…

cs.LG2024★ 5 cited

Byzantine-Robust Aggregation for Securing Decentralized Federated Learning

Diego Cajaraville-Aboy, Ana Fernández-Vilas, Rebeca P. Díaz-Redondo +1

Federated Learning (FL) emerges as a distributed machine learning approach that addresses privacy concerns by training AI models locally on devices. Decentralized Federated Learnin…