Scaling up Trustless DNN Inference with Zero-Knowledge Proofs

Scaling up Trustless DNN Inference with Zero-Knowledge Proofs

17 October 2022

Tatsunori Hashimoto

Papers citing "Scaling up Trustless DNN Inference with Zero-Knowledge Proofs"

7 / 7 papers shown

Title
A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning Zhizhi Peng Taotao Wang Chonghe Zhao Guofu Liao Zibin Lin Y. Liu Bin Cao Long Shi Qing Yang Shengli Zhang 61 2 0 25 Feb 2025
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs Chhavi Yadav Evan Monroe Laufer Dan Boneh Kamalika Chaudhuri 91 0 0 06 Feb 2025
Generative Artificial Intelligence Reproducibility and Consensus Edward J. Kim I. Isozaki N. Sirkin Michael Robson 33 0 0 04 Jul 2023
GrOVe: Ownership Verification of Graph Neural Networks using Embeddings Asim Waheed Vasisht Duddu Nadarajah Asokan 35 9 0 17 Apr 2023
ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation Daniel Kang Tatsunori Hashimoto Ion Stoica Yi Sun 26 12 0 09 Nov 2022
Verifiable and Provably Secure Machine Unlearning Thorsten Eisenhofer Doreen Riepel Varun Chandrasekaran Esha Ghosh O. Ohrimenko Nicolas Papernot AAML MU 41 26 0 17 Oct 2022
CrypTFlow: Secure TensorFlow Inference Nishant Kumar Mayank Rathee Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 99 235 0 16 Sep 2019