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Abstract page for arXiv paper 2311.15310: Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs. ... emerges as a viable solution, which enables multiple clients to collaboratively train a machine learning (ML) model under the supervision of a central server while ensuring the confidentiality of their raw data.
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