Trustless Machine Learning Contracts; Evaluating and Exchanging Machine Learning Models on the Ethereum Blockchain

27 February 2018

Papers citing "Trustless Machine Learning Contracts; Evaluating and Exchanging Machine Learning Models on the Ethereum Blockchain"

21 / 21 papers shown

Title
Generation of Optimized Solidity Code for Machine Learning Models using LLMs Nikumbh Sarthak Sham Sandip Chakraborty Shamik Sural 88 1 0 08 Mar 2025
A Review on Building Blocks of Decentralized Artificial Intelligence Vid Keršič Muhamed Turkanović 62 1 0 05 Feb 2024
opML: Optimistic Machine Learning on Blockchain KD Conway Cathie So Xiaohang Yu Kartin Wong 69 15 0 31 Jan 2024
An Investigation of Smart Contract for Collaborative Machine Learning Model Training Sheng Ding Chenhui Hu 46 2 0 12 Sep 2022
Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance Riadh Ben Chaabene Darine Ameyed M. Cheriet FedML 99 0 0 09 Jun 2022
Blockchain as an Enabler for Transfer Learning in Smart Environments Amin Andjomshoaa E. Curry AI4CE 114 4 0 08 Apr 2022
Survey on the Convergence of Machine Learning and Blockchain Sheng Ding Chenhui Hu SyDa 93 10 0 04 Jan 2022
Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System Timon Rückel Johannes Sedlmeir Peter Hofmann FedML 78 58 0 11 Nov 2021
Agatha: Smart Contract for DNN Computation Zihan Zheng Peichen Xie Xian Zhang Shuo Chen Yang Chen Xiaobing Guo Guangzhong Sun Guangyu Sun Lidong Zhou GNN 56 12 0 11 May 2021
Machine Learning on Cloud with Blockchain: A Secure, Verifiable and Fair Approach to Outsource the Linear Regression for Data Analysis Hanlin Zhang Peng Gao Jia Yu Jie Lin N. Xiong 68 33 0 07 Jan 2021
Analysis of Models for Decentralized and Collaborative AI on Blockchain Justin D. Harris 55 13 0 14 Sep 2020
BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning Vaikkunth Mugunthan Ravi Rahman Lalana Kagal FedML 122 41 0 08 Jul 2020
A Secure Federated Learning Framework for 5G Networks Yi Liu Jia-Jie Peng Jiawen Kang Abdullah M. Iliyasu Dusit Niyato A. El-latif FedML 66 200 0 12 May 2020
A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting Carla Gonccalves R. Bessa Pierre Pinson 76 32 0 20 Apr 2020
Ownership preserving AI Market Places using Blockchain N. Somy Kalapriya Kannan Vijay Arya Sandeep Hans Abhishek Singh P. Lohia S. Mehta 61 35 0 18 Jan 2020
Trustable and Automated Machine Learning Running with Blockchain and Its Applications Tao Wang Xinmin Wu Taiping He 39 7 0 14 Aug 2019
Proof-of-Useful-Work as Dual-Purpose Mechanism for Blockchain and AI: Blockchain Consensus that Enables Privacy Preserving Data Mining H. Turesson Henry M. Kim M. Laskowski Alexandra Roatis 26 6 0 20 Jul 2019
Decentralized & Collaborative AI on Blockchain Justin D. Harris Bo Waggoner SyDa 73 109 0 16 Jul 2019
A Unified Analytical Framework for Trustable Machine Learning and Automation Running with Blockchain Tao Wang 38 22 0 21 Mar 2019
Blockchain Enabled Trustless API Marketplace Vijay Arya Sayandeep Sen Palanivel A. Kodeswaran 21 7 0 05 Dec 2018
Model-based Pricing for Machine Learning in a Data Marketplace Lingjiao Chen Paraschos Koutris Arun Kumar 70 124 0 26 May 2018