iCNN-LSTM+: A Batch-Based Incremental Ransomware Detection System Using Sysmon
Ransomware remains a persistent and evolving cyber threat, requiring adaptive and efficient detection mechanisms. This study presents a novel CNN-LSTM-based detection system that leverages Sysmon logs for real-time analysis on Windows endpoints. Through the integration of batch-based incremental lea...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/11002852/ |
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