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ResearchFormerly WizWand

Cyber-attack detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

99.85Precision

13

Mar 5, 2026

Case 200 bus system (test)

91.9Accuracy

8

Mar 4, 2026

Case 118 bus system (test)

91.1Accuracy

8

Mar 4, 2026

Case 57 bus system (test)

93.1Accuracy

8

Mar 4, 2026

Case 39 bus system (test)

99.5Accuracy

8

Mar 4, 2026

Case IEEE 30 bus system (test)

93Accuracy

8

Mar 4, 2026

Case 30 bus system (test)

89.7Accuracy

8

Mar 4, 2026

Case 14 bus system (test)

95Accuracy

8

Mar 4, 2026

SMART-SIEM held-out (test)

Smart-SIEM AI module

97SQL Injection Detection Rate

3

May 14, 2026

PV MPPT Spike (test)

94.72Test Accuracy

3

Apr 8, 2026

PV MPPT Drift (test)

91.88Test Accuracy

3

Apr 8, 2026