Table 8 Intrusion detection performance on network logs.

From: Quantum deep learning-enhanced ethereum blockchain for cloud security: intrusion detection, fraud prevention, and secure data migration

Attack Type

Detection Rate (%)

False Positive Rate (%)

Response Time (ms)

DDoS

99.1

0.8

27

Botnet

97.8

1.2

34

SQL Injection

96.4

2.3

41

Port Scanning

95.1

3.5

39

Ransomware

98.7

1.1

31

Overall

98.7

1.2

34

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