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Early Ransomware Detection research benchmarks · SOTA2 Research

Early Ransomware Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Windows ransomware samples

96.4Accuracy

1

Feb 27, 2026

Large ransomware datasets

Ensemble ML (incremental bagging)

97.1Accuracy

1

Feb 27, 2026

Windows ransomware samples (RansoGuard)

—

—Accuracy

0

Feb 26, 2026

Popular datasets

Windows ransomware samples (RansoGuard)Large ransomware datasets Windows ransomware samples

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