In recent years, the world of cryptocurrencies has undergone a remarkable evolution, firmly establishing themselves as not only an innovative technological breakthrough but also a significant player in the financial landscape. Notable cryptocurrencies like Bitcoin (BTC) and Ethereum (ETH) have amassed market capitalizations in the hundreds of billions of dollars, indicating a substantial influx of institutional and individual investments. However, as the crypto market flourishes, so do the security concerns associated with these digital assets. In this article, we delve