# Anomaly Detection based on NSL-KDD using XGBoost with Optuna Tuning

> Research article (2022 7th International Conference on Business and Industrial Research (ICBIR), 2022) · cited 11× · AI/ML

**Wikidata**: [openalex:W4282591796](https://www.wikidata.org/wiki/openalex:W4282591796)  
**Source**: https://4ort.xyz/entity/anomaly-detection-based-on-nsl-kdd-using-xgboost-with-optuna-tuning