ResearchTasksZero-day Ransomware DetectionZero-day Ransomware DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCustomAutoencoder + Ensemble97.4Accuracy1Feb 27, 2026Custom ransomware binariesTransformer0.99AUC1Feb 27, 2026Custom dataset Autoencoder——Accuracy0Feb 26, 2026Custom ransomware binaries Pulse——AUC0Feb 26, 2026