Privacy and Security Assurance

Assurance Point	Explanation
OwnersData Privacy Protection	Original data is encrypted and fragmented, ensuring that nodes cannot reconstruct the complete data.
Verifiable Computation	Every inference step generates a verifiable proof, stored on-chain and publicly auditable.
On-Node Behavior Tracking	Every transfEach node’s operation record is traced on-chain to prevent cheating and ensure accountability.
AuAnti-Centralization Risk	Multiple nodes cooperate in inference, ensuring that single node failures or malicious actions cannot compromise the overall execution.