Cryptocurrencies, leveraging distributed ledger technology, present a robust alternative to traditional financial systems while facing complex security threats and unprecedented market volatility. This paper proposes a comprehensive evaluation framework that integrates market dynamics, advanced network analysis, and cybersecurity measures to enhance the sustainability and reliability of crypto assets. Unlike traditional approaches focused solely on transaction data, the proposed architecture