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cs.CR2025
A Sysmon Incremental Learning System for Ransomware Analysis and Detection
Jamil Ispahany, MD Rafiqul Islam, M. Arif Khan +1
In the face of increasing cyber threats, particularly ransomware attacks, there is a pressing need for advanced detection and analysis systems that adapt to evolving malware behavi…
cs.CR2025★ 1 cited
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)…