Byzantine Attack Countermeasures

Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning: A Lipschitz-Inspired Coordinate-wise Median Approach

Authors: Haibo Yang, Xin Zhang, Minghong Fang, Jia Liu | Published: 2019-09-10
Byzantine Attack Countermeasures
Convergence Guarantee
Computational Efficiency

YODA: Enabling computationally intensive contracts on blockchains with Byzantine and Selfish nodes

Authors: Sourav Das, Vinay Joseph Ribeiro, Abhijeet Anand | Published: 2018-11-08 | Updated: 2018-12-18
Byzantine Attack Countermeasures
Consensus Formation Algorithm
Malicious Node Detection

Phocas: dimensional Byzantine-resilient stochastic gradient descent

Authors: Cong Xie, Oluwasanmi Koyejo, Indranil Gupta | Published: 2018-05-23
Byzantine Attack Countermeasures
Information Security
Loss Function