iCNN-LSTM: A batch-based incremental ransomware detection system using Sysmon

Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan +1

In response to the increasing ransomware threat, this study presents a novel detection system that integrates Convolutional Neural Networks (CNNs) and Long Short-Term Memory (LSTM)…