Abstract
Nowadays there are increase in fraudulent activities within cryptocurrencies transactions. To combat this, we propose a novel framework that integrates machine learning methodologies with the SHA-256 algorithm to enhance security and predict price fluctuations. This framework aims to provide a comprehensive solution for preventing fraudulent activities in cryptocurrencies transactions contributing to a more secure.
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