7 citations
- Russian Quantum CenterRU3 papers
- CEA Paris-SaclayFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR2 papers
- National Research University Higher School of EconomicsRU2 papers
- National University of Defense TechnologyCN2 papers
- Universidade de Santiago de CompostelaES2 papers
- Université Paris-SaclayFR2 papers
- Academic College of Tel Aviv-YafoIL1 paper
- Antalya Bilim UniversityTR1 paper
- Argonne National LaboratoryUS1 paper
- Augustana UniversityUS1 paper
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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.LG2026★ 4 cited
Byzantine-Robust Aggregation for Securing Decentralized Federated Learning
Diego Cajaraville-Aboy, Ana Fernández-Vilas, Rebeca P. DÃaz-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…