Hyuk Lim

2 papers · 2022–2022 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

AAAI (2)

Top co-authors

Suji Jang (1) Woocheol Kim (1)

Keywords

model aggregation (2) federated learning (2) adversarial robustness (1) distributed learning (1) majority voting (1) asynchronous training (1) consensus mechanism (1) asynchronous learning (1) byzantine attack (1) quantized model update (1) byzantine attack resistance (1) consensus confirmation (1) model quantization (1)

Papers

AsyncFL: Asynchronous Federated Learning Using Majority Voting with Quantized Model Updates (Student Abstract) AAAI 2022

FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack Resistance (Student Abstract) AAAI 2022