ResearchTasksEarly Ransomware DetectionEarly Ransomware DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedWindows ransomware samplesRNN (LSTM/GRU)96.4Accuracy1Feb 27, 2026Large ransomware datasetsEnsemble ML (incremental bagging)97.1Accuracy1Feb 27, 2026Windows ransomware samples (RansoGuard)——Accuracy0Feb 26, 2026