Table 12 Final aggregated security analysis.

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

Security Event Type

Detection Confidence (%)

Action Taken

Cloud Intrusion (DDoS)

99.1

Block Traffic

Blockchain Fraud

97.8

Log & Alert

Zero-Day Attack

92.3

Quarantine

Suspicious Migration

85.2

Monitor