4 citations · 7 across the 4 of their papers we have counts for
4 papers
Refining Heuristic-Based Bitcoin Address Clustering with Graph Neural Networks
Hugo Schnoering, Roman Bresson, Michalis Vazirgiannis
Bitcoin's pseudonymous nature makes it challenging to analyze user-level activity, since a single user may control multiple identifiers (addresses). Existing heuristic-based method…
Bitcoin Research with a Transaction Graph Dataset
Hugo Schnoering, Michalis Vazirgiannis
Bitcoin, launched in 2008 by Satoshi Nakamoto, established a new digital economy where value can be stored and transferred in a fully decentralized manner - alleviating the need fo…
Assessing the Efficacy of Heuristic-Based Address Clustering for Bitcoin
Hugo Schnoering, Pierre Porthaux, Michalis Vazirgiannis
Exploring transactions within the Bitcoin blockchain entails examining the transfer of bitcoins among several hundred million entities. However, it is often impractical and resourc…
Heuristics for Detecting CoinJoin Transactions on the Bitcoin Blockchain
Hugo Schnoering, Michalis Vazirgiannis
This research delves into the intricacies of Bitcoin, a decentralized peer-to-peer network, and its associated blockchain, which records all transactions since its inception. While…