Defending Against Poisoning Attacks in Federated Learning with
Blockchain

Defending Against Poisoning Attacks in Federated Learning with Blockchain

2 July 2023

Michael C. Kampffmeyer

William Knottenbelt

Papers citing "Defending Against Poisoning Attacks in Federated Learning with Blockchain"

10 / 10 papers shown

Title
AIArena: A Blockchain-Based Decentralized AI Training Platform Zhipeng Wang Rui Sun Elizabeth Lui Tuo Zhou Yizhe Wen Jiahao Sun 74 1 0 19 Dec 2024
SoK: Decentralized AI (DeAI) Zhipeng Wang Rui Sun Elizabeth Lui Vatsal Shah Xihan Xiong Jiahao Sun Davide Crapis William Knottenbelt 101 1 0 26 Nov 2024
A Sharded Blockchain-Based Secure Federated Learning Framework for LEO Satellite Networks Wenbo Wu Cheng Tan Kangcheng Yang Zhishu Shen Qiushi Zheng Jiong Jin FedML 23 0 0 09 Nov 2024
Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning Rui Sun Zhipeng Wang Hengrui Zhang Ming Jiang Yizhe Wen Jiqun Zhang Jiahao Sun Shuoying Zhang Erwu Liu Kezhi Li OOD FedML 24 0 0 23 Oct 2024
Quantifying the Blockchain Trilemma: A Comparative Analysis of Algorand, Ethereum 2.0, and Beyond Yihang Fu Mingwei Jing Jiaolun Zhou Peilin Wu Ye Wang Luyao Zhang Chuang Hu 42 5 0 19 Jul 2024
Blockchain and Artificial Intelligence: Synergies and Conflicts Leon Witt Armando Teles Fortes Kentaroh Toyoda Wojciech Samek Dan Li 35 1 0 22 May 2024
Two Timin': Repairing Smart Contracts With A Two-Layered Approach Abhinav Jain Ehan Masud Michelle Han Rohan Dhillon Sumukh Rao Arya Joshi Salar Cheema Saurav Kumar 32 0 0 14 Sep 2023
Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images Nanqing Dong Michael C. Kampffmeyer Irina Voiculescu OOD 28 7 0 30 Jun 2022
Federated Multi-Armed Bandits Under Byzantine Attacks Artun Saday Ilker Demirel Yiğit Yıldırım Cem Tekin AAML 31 13 0 09 May 2022
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 288 36,371 0 25 Aug 2016