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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jingwei Li

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Nov 2026

Achieving Efficient, Privacy-Preserving and Secure Verifiable Outsourced Database

A verifiable database (VDB) is a key technology, enabling query users of an outsourced database to verify the correctness and integrity of query results. Although various VDB solutions exist, most fail to achieve data security and query privacy, and are rendered impractical due to low query efficiency. This paper intro...

Wen-Qi Zhang, Xiong Li, Ruo-Ru Yan et al. · 0 citations
2026

A Byzantine-Robust Secure Federated Learning Scheme in Heterogeneous Data

Secure Federated Learning protects user privacy by keeping local gradients within the ciphertext space, thereby preventing direct exposure of raw gradients during aggregation. Paradoxically, this very protection introduces a fundamental vulnerability: the opacity of encrypted gradients blinds the server, rendering hone...

Jinbo Wang, Ruijin Wang, Zengpeng Li et al. · 0 citations

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