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
Umang Gupta — most-cited papers & profile · Federated Learning
← authors
·
overview
Umang Gupta
5
papers ·
76
citations ·
14
h-index
Banasthali University · Chaudhary Charan Singh University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption
2021 · 62 citations
Membership Inference Attacks on Deep Regression Models for Neuroimaging
2021 · 7 citations
Federated Progressive Sparsification (Purge, Merge, Tune)+
2022 · 4 citations
Secure & Private Federated Neuroimaging
2022 · 3 citations
Towards Sparsified Federated Neuroimaging Models via Weight Pruning
2022
Top co-authors
Dimitris Stripelis
· 5
Greg Ver Steeg
· 5
José Luis Ambite
· 3
Paul M. Thompson
· 3
Hamza Saleem
· 2
Jos\'e Luis Ambite
· 2
Muhammad Naveed
· 2
Nikhil Dhinagar
· 2
Srivatsan Ravi
· 2
Tanmay Ghai
· 2
Armaghan Asghar
· 1
Chrysovalantis Anastasiou
· 1
Topics
Federated Learning
Security
Privacy
Adversarial Attacks
Encryption
Communication