Web3 cybersecurity company, losses due to hacks and scams in the cryptocurrency ecosystem have reached an alarming $2.1 billion in the first three quarters of 2024. This figure has already surpassed the total losses recorded in 2023, indicating a troubling trend in the security landscape of digital assets particularly affecting centralized finance (CeFi) platforms. As new attack vectors emerge, the need for enhanced security measures becomes increasingly critical for both users and service