Jan 5, 2022 · To solve this problem, this paper proposed an intrusion detection model named IWOA-XGB which combines improved Whale Optimization Algorithm (WOA) ...
Abstract—Hyperparameters optimization is an effective way to improve the detection performance of intrusion detection models based on machine learning.
An intrusion detection model named IWOA-XGB which combines improved Whale Optimization Algorithm (WOA) and eXtreme Gradient Boosting (XGBoost) to ...
Hence, this paper proposes a novel filter-based feature selection approach for the identification of informative features based on Rough Set Theory and Hyper- ...
Feb 1, 2022 · This paper proposes an intrusion detection model, which is mainly based on the XGBoost (Extreme Gradient Boosting), and uses the WOA (Whale Optimization ...
An intrusion detection model is proposed, mainly based on the XGBoost (Extreme Gradient Boosting), and uses the WOA (Whale Optimization Algorithm) to find ...
This paper proposes an intrusion detection model, which is mainly based on the XGBoost (Extreme Gradient Boosting), and uses the WOA (Whale Optimization ...
Missing: Improved | Show results with:Improved
Feb 1, 2022 · This paper proposes an intrusion detection model, which is mainly based on the XGBoost (Extreme Gradient Boosting), and uses the WOA (Whale ...
The Whale Optimization Algorithm (WOA) optimizes the XGBoost model for better anomaly identification by iteratively refining hyperparameters. Experiments using ...
Based on the alarm hierarchical clustering, we integrate the whale optimization algorithm into the process of generating alarm hierarchical clustering and ...