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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ming-Zhe Zhang

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2 papers indexed here

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Review Open access Sep 2026

A survey on fully homomorphic encryption compilers

Fully Homomorphic Encryption (FHE) enables computations on encrypted data without decryption, ensuring data privacy in cloud computing and preventing sensitive information leakage. In recent years, significant progress has been made in FHE research, resulting in the development of various FHE schemes and supporting lib...

Zhuo-Yu Tian, Sheng-Yu Fan, Xiang-Long Deng et al. · 0 citations
Preprint Sep 2026

ROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation

ROSETTA is proposed, a hybrid CKKS/TFHE framework that overcomes inefficiency in evaluating nonlinear operations, which incur substantial overhead and dominate the decode stage and achieves up to $4.8\times$ Softmax speedup and $1.5$--$2.1\times$ end-to-end speedup over the SOTA framework CacheMir.

Jiang-Rui Yu, Bao-Sheng Zhang, Liang Kong et al. · 0 citations

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