Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Ivan Beschastnikh — most-cited papers & profile · Federated Learning
← authors
·
overview
Ivan Beschastnikh
10
papers ·
456
citations ·
30
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mitigating Sybils in Federated Learning Poisoning
2018 · 364 citations
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning
2018 · 59 citations
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
2018 · 4 citations
GlueFL: Reconciling Client Sampling and Model Masking for Bandwidth Efficient Federated Learning
2022 · 2 citations
Scalable Data Point Valuation in Decentralized Learning
2023 · 2 citations
FedFetch: Faster Federated Learning with Adaptive Downstream Prefetching
2025
Top co-authors
Clement Fung
· 3
Chris J.M. Yoon
· 2
Qifan Yan
· 2
Shiqi He
· 2
Ali Sunyaev
· 1
Andrew Liu
· 1
Chun-Yin Huang
· 1
Feijie Wu
· 1
Jamie Koerner
· 1
Konstantin D. Pandl
· 1
Lanjun Wang
· 1
Mathias L\'ecuyer
· 1
Topics
Federated Learning
Adversarial Attacks
Security
Privacy
Encryption
Communication