OmniLytics: A Blockchain-based Secure Data Market for Decentralized
Machine Learning

OmniLytics: A Blockchain-based Secure Data Market for Decentralized Machine Learning

12 July 2021

Papers citing "OmniLytics: A Blockchain-based Secure Data Market for Decentralized Machine Learning"

11 / 11 papers shown

Title
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Jiang Bian Shuaiqiang Wang Guihai Chen Dawei Yin 30 0 0 25 Sep 2024
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract) Yuchen Li Haoyi Xiong Linghe Kong Zeyi Sun Hongyang Chen Shuaiqiang Wang Dawei Yin 55 0 0 25 Sep 2024
Blockchain for Large Language Model Security and Safety: A Holistic Survey Caleb Geren Amanda Board Gaby G. Dagher Tim Andersen Jun Zhuang 48 6 0 26 Jul 2024
Task-Agnostic Detector for Insertion-Based Backdoor Attacks Weimin Lyu Xiao Lin Songzhu Zheng Lu Pang Haibin Ling Susmit Jha Chao Chen 51 25 0 25 Mar 2024
A Review on Building Blocks of Decentralized Artificial Intelligence Vid Keršič Muhamed Turkanović 21 1 0 05 Feb 2024
Model Extraction Attacks Revisited Jiacheng Liang Ren Pang Changjiang Li Ting Wang MIACV MLAU 17 8 0 08 Dec 2023
martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture Qi Li Zhuotao Liu Qi Li Ke Xu 22 12 0 03 Sep 2023
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain Baturalp Buyukates Chaoyang He Shanshan Han Zhiyong Fang Yupeng Zhang Jieyi Long A. Farahanchi Salman Avestimehr OOD 39 7 0 27 Feb 2023
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks Chaoyang He Alay Dilipbhai Shah Zhenheng Tang Adarshan Naiynar Sivashunmugam Keerti Bhogaraju Mita Shimpi Li Shen Xiaowen Chu Mahdi Soltanolkotabi Salman Avestimehr VLM FedML 37 68 0 22 Nov 2021
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian-long Yu Ramy E. Ali Başak Güler Salman Avestimehr FedML 67 166 0 29 Sep 2021
Analyzing Federated Learning through an Adversarial Lens A. Bhagoji Supriyo Chakraborty Prateek Mittal S. Calo FedML 191 1,033 0 29 Nov 2018