Stefanie Roos

2 papers · 2012–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (11)

Conferences

COLING (1) ICML (1)

Top co-authors

Lydia Y. Chen (1) Chaoyi Zhu (1) Karsten Weihe (1) Chris Biemann (1)

Keywords

federated learning (1) backdoor attack (1) model poisoning (1) local training (1) gradient manipulation (1) hessian regularization (1) client-side defense (1)

Papers

LeadFL: Client Self-Defense against Model Poisoning in Federated Learning ICML 2023

Quantifying Semantics using Complex Network Analysis COLING 2012