Scholar
Jonathan Passerat-Palmbach
Google Scholar ID: EElOUT8AAAAJ
Imperial College London, Flashbots
Citations & Impact
Citations
3,564
H-index
20
i10-index
32
Publications
20
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in privacy-preserving and federated learning, including:
- “A generic framework for privacy preserving deep learning” (PPML @NeurIPS)
- “ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification” (ISBI’24)
- “Cooperative AI via Decentralized Commitment Devices” (MASEC @NeurIPS’23)
- “Zen and the art of model adaptation: Low-utility-cost attack mitigations in collaborative machine learning” (PoPETS 2022)
- “2CP: Decentralized Protocols to Transparently Evaluate Contributivity in Blockchain Federated Learning Environments”
- “A blockchain-orchestrated Federated Learning architecture for healthcare consortia”
- “End-to-end privacy preserving deep learning on multi-institutional medical imaging”
- “Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption”
- Full publication list available at ORCID: https://orcid.org/0000-0003-3178-9502
