A batch-incremental CNN-LSTM with attention and parallel LSTM modules detects ransomware in Sysmon logs with a reported F2-score of 99.61% on a private dataset.
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iCNN-LSTM: A batch-based incremental ransomware detection system using Sysmon
A batch-incremental CNN-LSTM with attention and parallel LSTM modules detects ransomware in Sysmon logs with a reported F2-score of 99.61% on a private dataset.