Intrusion Detection with Random Forest and XGBoost Architecture: A Soft Voting Approach
With the expansion of the Internet of Things (IoT) and cloud computing networks, the volume and complexity of cyberattacks have increased. Traditional signature-based intrusion detection systems (IDS) are insufficient, especially in unstable datasets and complex attack vectors. In this study, a hybrid ensemble learning...