← authors · overview

• 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
• Performance Weighting for Robust Federated Learning Against Corrupted Sources
  2022 · 3 citations
• Secure & Private Federated Neuroimaging
  2022 · 3 citations
• Accelerating Federated Learning in Heterogeneous Data and Computational Environments
  2020 · 2 citations
• Federated Named Entity Recognition
  2022 · 1 citations
• MetisFL: An Embarrassingly Parallelized Controller for Scalable & Efficient Federated Learning Workflows
  2023 · 1 citations
• Supercharging Federated Intelligence Retrieval
  2026
• A Technical Policy Blueprint for Trustworthy Decentralized AI
  2025
• Upgrade or Switch: Do We Need a Next-Gen Trusted Architecture for the Internet of AI Agents?
  2025
• Towards Sparsified Federated Neuroimaging Models via Weight Pruning
  2022
• Federated Learning over Harmonized Data Silos
  2023