Table 13 Contribution analysis of technical modules.

From: Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning

Module

Reward contribution

Detection rate contribution

Response time contribution

Blockchain-DRL Synergy

42%

45%

38%

Bayesian Dynamic Trust Evaluation

28%

30%

22%

Off-Chain Caching Mechanism

18%

15%

35%

Others (e.g., Federated Learning)

12%

10%

5%