Improving Model Performance for Predicting Exfiltration Attacks Through Resampling Strategies
Addressing class imbalance is critical in cybersecurity applications, particularly in scenarios like exfiltration detection, where skewed datasets lead to biased predictions and poor generalization for minority classes. This study investigates five Synthetic Minority Oversampling Technique (SMOTE)...
| Main Authors: | , , , |
|---|---|
| 格式: | 文件 |
| 语言: | English |
| 出版: |
IIUM Press, International Islamic University Malaysia
2025-01-01
|
| 丛编: | International Islamic University Malaysia Engineering Journal |
| 主题: | |
| 在线阅读: | https://journals.iium.edu.my/ejournal/index.php/iiumej/article/view/3547 |