Motoki Nakamura
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1Crypto×1
Research Timeline
2026
Dynamic Free-Rider Detection in Federated Learning via Simulated Attack Patterns
The paper proposes S2-WEF, a novel detection method that simulates potential global-model-based attacks to dynamically identify free-riding clients in Federated Learning, achieving high robustness against evolving attacks.
Highlighted terms show continued research focus across papers