Cross-Chain and Smart Contracts

IBC Protocol Integration

MUD implements the IBC protocol to interoperate with other Cosmos-based and non-Cosmos chains:

• Heterogeneous chain interoperability (e.g., Ethereum, Bitcoin)

• Cross-chain identity and credit transmission

• RWA asset liquidity across chains

• Synchronized state and data consistency

EVM Compatibility

MUD supports full compatibility with the Ethereum Virtual Machine:

• Direct deployment of Solidity contracts

• Supports Truffle, Hardhat, Remix, etc.

• Standard Web3 JSON-RPC API

• Optimized gas model for efficient execution

This dual-layer compatibility enables flexibility across Cosmos and Ethereum ecosystems.

AI-Powered Dynamic Tagging System

System Components

• Data Collection Layer: Gathers on-chain behavior (transactions, holdings, interactions)

• Analytics Layer: Uses machine learning models to assess behavior

• Inference Engine: Produces credit scores and identity tags

• Application Interface Layer: Provides APIs for querying and verification

Core Algorithms

• Address clustering & anomaly detection

• Gradient Boosted Decision Trees for creditworthiness

• Random Forests for multi-dimensional scoring

• Graph Neural Networks for relationship analysis

• Reinforcement learning for adaptive modeling

Privacy and Security

• Zero-knowledge proofs for privacy-preserving scoring

• Data anonymization before storage

• Differential privacy during analysis

• Decentralized AI training and inference