Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost

João Crisóstomo, Victor Sousa Lobo, Fernando Bação. Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost. In José Manuel F. Machado, Javier Prieto 0001, Paulo Vieira, Hugo Peixoto, António Abelha, David Arroyo, Luigi Vigneri, editors, Blockchain and Applications, 5th International Congress, BLOCKCHAIN 2023, Guimaraes, Portugal, 12-14 July 2023. Volume 778 of Lecture Notes in Networks and Systems, pages 224-233, Springer, 2023. [doi]

Abstract

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