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Inside Alameda Research: A Multi-token Network Analysis

Authors: Célestin Coquidé; Rémy Cazabet; Natkamon Tovanich;

Inside Alameda Research: A Multi-token Network Analysis

Abstract

We analyze the token transfer network on Ethereum, focusing on accounts associated with Alameda Research, a cryptocurrency trading firm implicated in the misuse of FTX customer funds. Using a multi-token network representation, we examine node centralities and the network backbone to identify critical accounts, tokens, and activity groups. The temporal evolution of Alameda accounts reveals shifts in token accumulation and distribution patterns leading up to its bankruptcy in November 2022. Through network analysis, our work offers insights into the activities and dynamics that shape the DeFi ecosystem.

Keywords

Social and Information Networks (cs.SI), FOS: Computer and information sciences, [INFO.INFO-SI] Computer Science [cs]/Social and Information Networks [cs.SI], [INFO.INFO-CE] Computer Science [cs]/Computational Engineering, Finance, and Science [cs.CE], Computer Science - Social and Information Networks, transaction network, cryptocurrency, Computer Science - Information Retrieval, decentralized finance, Computational Engineering, Finance, and Science (cs.CE), Ethereum, [INFO.INFO-CY] Computer Science [cs]/Computers and Society [cs.CY], blockchain data, Computer Science - Computational Engineering, Finance, and Science, Information Retrieval (cs.IR)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
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