To secure AI models on blockchain networks, encrypt model data, use decentralized storage, and apply access control through smart contracts. Implement zero-knowledge proofs and regular audits to ensure integrity. Combining these techniques within Blockchain AI Solutions Services strengthens data privacy, model authenticity, and overall system resilience against tampering or unauthorized access.