Table 16 Performance comparison across multiple datasets.

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

Dataset

Trust evaluation accuracy

Malicious behavior detection rate

Response time (ms)

Proposed Dataset

93.8%

93.8%

40.95

Kaggle Shared Mobility Data

91.2%

89.7%

43.2

UCI Traffic Behavior Data

88.5%

85.4%

47.8

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