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cs.LG2026
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…
cs.LG2024
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…