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What is Feature Engineering in Machine Learning For Advanced Threat Detection about?
This study explores advanced feature engineering techniques to enhance machine learning-based cyber threat detection systems, focusing on improving accuracy, robustness, and interpretability. The proposed framework integrates domain-specific heuristics and explainability techniques like SHAP to provide insights into model predictions, facilitating trust among security analysts. Experimental evaluations demonstrate the effectiveness of this approach in detecting complex threats that evade conventional system
- Author
- Manel Mrabet
- Language
- EN