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Block-chain abnormal transaction detection method based on generative adversarial network and autoencoder

Anomaly detection in blockchain transactions faces several challenges, the most prominent being the imbalance between positive and negative samples. Most transaction data are normal, with only a small fraction of anomalous data. Additionally, blockchain transaction datasets tend to be small and ofte...

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Auteurs principaux: Ao Xiong, Chenbin Qiao, Wenjing Li, Dong Wang, Da Li, Bo Gao, Weixian Wang
Format: Artigo
Langue:Inglês
Publié: Elsevier 2025-12-01
Collection:High-Confidence Computing
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Accès en ligne:http://www.sciencedirect.com/science/article/pii/S2667295225000170
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