Dataset Groups Activity Stream Leader Class and Confidence Decision Ensemble (LCCDE) The proposed ensemble IDS framework is constructed using XGBoost, LightGBM, and CatBoost, three advanced gradient-boosting ML methods. BibTex: @dataset{Li_Yang_and_Abdallah_Shami_and_Gary_Stevens_and_Stephen_de_Rusett_2024, abstract = {The proposed ensemble IDS framework is constructed using XGBoost, LightGBM, and CatBoost, three advanced gradient-boosting ML methods.}, author = {Li Yang and Abdallah Shami and Gary Stevens and Stephen de Rusett}, doi = {10.57702/k8auui2p}, institution = {No Organization}, keyword = {'CatBoost', 'Ensemble Learning', 'Intrusion Detection', 'LightGBM', 'XGBoost'}, month = {dec}, publisher = {TIB}, title = {Leader Class and Confidence Decision Ensemble (LCCDE)}, url = {https://service.tib.eu/ldmservice/dataset/leader-class-and-con-dence-decision-ensemble--lccde-}, year = {2024} }
