BFL-SA: Blockchain-based federated learning via enhanced secure aggregation

Practical Secure Aggregation for Privacy-Preserving Machine Learning

Keith Bonawitz, Vladimir Ivanov, Ben Kreuter et al. · 2017 · 3.4K citations

Computing, Computer Science, Information Technology +17

Artificial intelligence and statistics

Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

Natural Sciences, Computer Science, Artificial Intelligence +10

Consensus in the presence of partial synchrony

Cynthia Dwork, Nancy Lynch, Larry Stockmeyer · Journal of the ACM · 1988 · 1.9K citations · Full text

Computing, Computer Engineering, Computer Science +17

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

Le Trieu Phong, Yoshinori Aono, Takuya Hayashi et al. · IEEE Transactions on Information Forensics and Security · 2017 · 1.6K citations

Computing, Computer Science, Cybersecurity +17

A Hybrid Approach to Privacy-Preserving Federated Learning

Stacey Truex, Nathalie Baracaldo, Ali Anwar et al. · 2019 · 920 citations

Computing, Computer Science, Cybersecurity +12