Author

Yupeng Zhang

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#artificial intelligence Preprint Sep 2026

Bits Under ZK-LLM: Evaluating Zero-Knowledge-Friendly Quantization for Verifiable Private LLM Inference

The first systematic study of ZK-friendly quantization for LLMs is presented, formalizing the definition of ZK-friendly quantization and capturing the properties required for ZK proof generation and evaluating nine language models across a broad design space of weight, activation, and nonlinear lookup table precision.

Taeung Yoon, Yu-Peng Zhang, Xiao-Jing Liao · 0 citations

Jul 2026

Prezta: Provable Remote Execution of Zero-Trust Authorization using SNARKs

Provable Remote Execution of Zero-Trust Authorization (Prezta), an architecture that eliminates application gateways by evaluating policies within a zero-knowledge virtual machine (zkVM) running on the client, is proposed.

Zhongjing Wei, Osaid Muhammad Ameer, N. Borisov et al. · arXiv.org · 0 citations