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Bi-Ran Lu

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Open access Oct 2026

LightZK: An Efficient GPU Acceleration Framework for Large-Scale Zero-Knowledge Proofs

Zero-Knowledge Proofs (ZKPs), particularly zk-SNARKs, have become a cornerstone for privacy-preserving protocols and blockchain scalability. However, the generation of proofs remains computationally prohibitive due to the immense overhead of underlying cryptographic primitives, namely Multi-Scalar Multiplication (MSM)...

Bi-Ran Lu, Qiang-Sheng Hua, Xuan-Hua Shi et al. · 0 citations

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