ML-based malware detection on EMBER2024 (3.2M samples) — LightGBM evaluated against evasive malware that bypassed 70+ antivirus engines
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Jul 19, 2026 - Jupyter Notebook
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ember2024
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Machine learning-based malware classification using static PE features, LightGBM, SHAP and the EMBER 2024 dataset.
python machine-learning static-analysis cybersecurity lightgbm malware-detection malware-classification shap fastapi pe-files ember2024
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Updated
Aug 2, 2026 - Python
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