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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Zhihan Xu

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2 papers indexed here

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Preprint Sep 2026

FPGA Acceleration of Fully Homomorphic Encryption with Adaptive Key Switching

Fully Homomorphic Encryption (FHE) enables privacy-preserving cloud services but incurs substantial computation overhead, making hardware acceleration essential. Among FHE operations, key-switching is a major performance bottleneck. Recent cryptographic advances introduce a novel key-switching method (i.e., KLSS) that...

Zhi-Han Xu, Jayashree Adivarahan, Rajgopal Kannan et al. · 0 citations
Aug 2026

S2MM: Scalable FPGA Acceleration of Secure Matrix Multiplication with Homomorphic Encryption

Homomorphic Encryption (HE) enables secure computation on encrypted data, addressing privacy concerns in cloud computing. However, the high computational cost of HE operations, particularly matrix multiplication (MM), remains a major barrier to its practical deployment. Accelerating Homomorphic Encrypted MM (HE MM) is...

Zhi-Han Xu, Rajgopal Kannan, Viktor K. Prasanna · 0 citations

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