research
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04/07/2023
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
Federated learning introduces a novel approach to training machine learn...
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12/11/2022
ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline
Machine Learning as a service (MLaaS) permits resource-limited clients t...
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11/09/2022
Harpocrates: Privacy-Preserving and Immutable Audit Log for Sensitive Data Operations
The audit log is a crucial component to monitor fine-grained operations ...
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10/18/2022
STAMP: Lightweight TEE-Assisted MPC for Efficient Privacy-Preserving Machine Learning
In this paper, we propose STAMP, an end-to-end 3-party MPC protocol for ...
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04/16/2022