Detecting Eclipse Attacks on Blockchain Networks using Non-Parametric Change Detection

The core message of this paper is to introduce a novel non-parametric change detection algorithm to identify eclipse attacks on a blockchain network. The proposed algorithm relies only on the empirical mean and variance of the evolving blockchain communication network, making it highly adaptable.