Kallista Bonawitz

发表论文 11 篇 · 总被引 5392 次 · h-index 5

代表论文

• Advances and Open Problems in Federated Learning (2020 · Foundations and Trends® in Machine Learning · 被引 5240)
• Federated Learning and Privacy (2021 · Queue · 被引 69)
• Federated learning and privacy (2022 · Communications of the ACM · 被引 40)
• Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation (2022 · Proceedings on Privacy Enhancing Technologies · 被引 20)
• Secure Single-Server Aggregation with (Poly)Logarithmic Overhead (2020 · 被引 13)
• Practical Secure Aggregation for Privacy Preserving Machine Learning. (2017 · IACR Cryptology ePrint Archive · 被引 4)