The increase of cryptocurrencies has reshaped worldwide finance, making alternatives for financial commitment, innovation, and borderless transactions. Yet, this new frontier has also grow to be fertile ground for fraud, hacks, funds laundering, and illicit pursuits. As billions of dollars go through decentralized networks daily, considered one of