Table 10 The security analysis of various algorithms.

From: Blockchain based electronic educational document management with role-based access control using machine learning model

Algorithm

Sybil Attack Resistance (%)

Smart Contract Security (%)

Privacy Protection (%)

Scalability in Blockchain (%)

Overall Security Efficiency (%)

PSO

50

60

55

65

58

Genetic Algorithm

65

65

50

55

59

Federated Learning

85

50

90

85

78

Proposed SRSO-Based Model

95

90

95

92

93

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