Statistical detection of selfish mining in proof-of-work blockchain systems

SN Li, C Campajola, CJ Tessone - Scientific Reports, 2024 - nature.com
The core of many cryptocurrencies is the decentralised validation network operating on
proof-of-work technology. In these systems, validation is done by so-called miners who can …

Agent-based modelling of ethereum consensus

B Kraner, N Vallarano… - … on Blockchain and …, 2023 - ieeexplore.ieee.org
This paper presents a study of the Poof-of-Stake (PoW) Ethereum consensus protocol,
following the recent switch from Proof-of-Work (PoS) to Proof-of-Stake within Merge …

A first analytics approach to cardano

SR Niya, I Mesić, G Anagnostou… - … on Blockchain and …, 2023 - ieeexplore.ieee.org
Many variants of (delegated) Proof-of-Stake blockchains have been introduced since 2016,
among which Cardano, Algorand, and Tezos have been more widely adopted. Each of …

The miner's dilemma with migration: The control effect of solo-mining

C Li, F Spychiger, CJ Tessone - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
We consider the “block withholding attack” as introduced by Eyal, where mining pools may
infiltrate others to decrease their revenues. However, when two mining pools attack each …

Directed Structural Adaptation to Overcome Statistical Conflicts and Enable Continual Learning

ZD Erden, B Faltings - arxiv preprint arxiv:2412.04190, 2024 - arxiv.org
Adaptive networks today rely on overparameterized fixed topologies that cannot break
through the statistical conflicts they encounter in the data they are exposed to, and are prone …

Majority networks and local consensus algorithm

E Goles, P Medina, J Santiváñez - Scientific Reports, 2023 - nature.com
In this paper, we study consensus behavior based on the local application of the majority
consensus algorithm (a generalization of the majority rule) over four-connected bi …

How the interplay between power concentration, competition, and propagation affects the resource efficiency of distributed ledgers

P Barucca, C Campajola, J Xu - arxiv preprint arxiv:2411.10249, 2024 - arxiv.org
Forks in the Bitcoin network result from the natural competition in the blockchain's Proof-of-
Work consensus protocol. Their frequency is a critical indicator for the efficiency of a …

Blockchain in a box: A portable blockchain network implementation on Raspberry Pi's

M Piškorec, A Ivaskevich, SH Abukar, L Azemi… - arxiv preprint arxiv …, 2024 - arxiv.org
In this paper we describe a prototype of a blockchain-in-a-box system which allows users to
easily bootstrap the whole Ethereum Proof-of-Work (PoW) network running on multiple …

Epistemic diversity and explanatory adequacy in distributed information processing

A Mertzani, J Pitt, A Nowak, T Michalak - International Workshop on …, 2022 - Springer
A common problem facing an organisation of autonomous agents is to track the dynamic
value of a signal, by aggregating their individual (and possibly inaccurate or biased) …

Investigation of Causality Pattern Structure for the Exploration of Dynamic Time-Varying Behaviour

L Carlos-Sandberg - 2023 - discovery.ucl.ac.uk
The analysis of time-varying interactions within multivariate systems has seen a great deal of
interest within the last decade, with the international oil market being an archetypal and …