most citedByzantine-Robust Aggregation for Securing Decentralized Federated Learning

4 citations

7 papers

physics.optics2026

Exceptional light propagation via generalized bulk-edge correspondence

Heitor da Silva, Sergey K. Ivanov, Isaac Suárez +2

In topological photonics, the bulk-edge correspondence is conventionally imported by direct analogy with electronic systems, overlooking the fundamentally distinct spacetime symmet…

cs.CY2026

CogTax: A Four-Level Cognitive Taxonomy for Command-Line Computing Education

Manuel Alonso-Carracedo, Ruben Fernandez-Boullon, Pedro Celard +2

As computing education expands beyond traditional programming into operational domains such as systems administration and command-line environments, existing pedagogical frameworks…

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.LG2026

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.LG20264 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…

physics.ins-det20262 cited

Operation of a Modular 3D-Pixelated Liquid Argon Time-Projection Chamber in a Neutrino Beam

DUNE Collaboration, S. Abbaslu, A. Abed Abud +1318

The 2x2 Demonstrator, a prototype for the Deep Underground Neutrino Experiment (DUNE) liquid argon (LAr) Near Detector, was exposed to the Neutrinos from the Main Injector (NuMI) n…