The increase of cryptocurrencies has reshaped world-wide finance, building alternatives for expense, innovation, and borderless transactions. However, this new frontier has also develop into fertile ground for fraud, hacks, funds laundering, and illicit routines. As billions of pounds go by way of decentralized networks each day, among the most imp