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Lívia Carrera

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Open access Sep 2026

Cross-Domain Fraud Detection in Ethereum Tokens Using On-Chain Time Series Based on Neural Networks and Reservoir Computing

Fraud in Ethereum token launches (ICOs, IDOs, and NFTs) produces observable on-chain behavioral patterns: anomalous asset concentration, artificial participant influx, fee manipulation, and abrupt activity collapse. This paper investigates whether four time series used for ICO fraud detection act as transferable behavi...

Lívia Carrera, R. Pinto, A. F. Pereira dos Santos · 0 citations

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