The growth of cryptocurrencies has changed the way we approach economic transactions. However, with the increased adoption of digital currencies, phishing activities have also become as a substantial concern. One of the common scamming techniques used to exploit copyright users is by compromising the irreversibility of Bitcoin transactions. Underst