Journal Article: International Journal of Information Technology
-
Updated
Jun 27, 2023 - Jupyter Notebook
#
cicids-2017
Here are 3 public repositories matching this topic...
Intrusion Detection with ML: CICIDS-2017 → Preprocessing → XGBoost → PCA → Real-Time Power BI Dashboards
machine-learning data-engineering xgboost pca intrusion-detection data-analysis powerbi real-time-analytics network-traffic-analysis cicids-2017
-
Updated
Sep 30, 2025 - Jupyter Notebook
This research proposes a hybrid approach using Principal Component Analysis (PCA) for dimensionality reduction and Support Vector Machines (SVM) for classification. The goal is to optimize the trade-off between detection accuracy and computational efficiency, making real-time detection feasible on resource-constrained environments.
-
Updated
Dec 30, 2025 - Python
Improve this page
Add a description, image, and links to the cicids-2017 topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the cicids-2017 topic, visit your repo's landing page and select "manage topics."