pvCNN: Privacy-Preserving and Verifiable Convolutional Neural Network
Testing

pvCNN: Privacy-Preserving and Verifiable Convolutional Neural Network Testing

23 January 2022

Papers citing "pvCNN: Privacy-Preserving and Verifiable Convolutional Neural Network Testing"

14 / 14 papers shown

Title
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge Tianyu Zhang Shen Dong O. D. Kose Yanning Shen Yuhang Zhang FaML 53 0 0 12 May 2025
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks Mohammad Maheri Hamed Haddadi Alex Davidson 71 0 0 27 Apr 2025
zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing Yancheng Zhang Mengxin Zheng Xun Chen Jingtong Hu W. Shi Lei Ju Yan Solihin Qian Lou 51 0 0 16 Apr 2025
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 59 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
Privacy-Preserving Model and Preprocessing Verification for Machine Learning Wenbiao Li Anisa Halimi Xiaoqian Jiang Jaideep Vaidya Erman Ayday AAML 53 0 0 14 Jan 2025
zkLLM: Zero Knowledge Proofs for Large Language Models Haochen Sun Jason Li Hongyang Zhang ALM 36 22 0 24 Apr 2024
Trustless Audits without Revealing Data or Models Suppakit Waiwitlikhit Ion Stoica Yi Sun Tatsunori Hashimoto Daniel Kang MLAU 21 6 0 06 Apr 2024
FairProof : Confidential and Certifiable Fairness for Neural Networks Chhavi Yadav A. Chowdhury Dan Boneh Kamalika Chaudhuri MLAU 43 7 0 19 Feb 2024
Verifiable evaluations of machine learning models using zkSNARKs Tobin South Alexander Camuto Shrey Jain Shayla Nguyen Robert Mahari Christian Paquin Jason Morton Alex Pentland MLAU ALM 37 11 0 05 Feb 2024
zkDL: Efficient Zero-Knowledge Proofs of Deep Learning Training Hao Sun Tonghe Bai Jason Li Hongyang R. Zhang 39 19 0 30 Jul 2023
A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service Inference Abhinav Kumar Miguel A. Guirao Aguilera R. Tourani Satyajayant Misra AAML 21 0 0 31 Mar 2023
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs Daniel Kang Tatsunori Hashimoto Ion Stoica Yi Sun LRM 11 39 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