{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T16:02:59Z","timestamp":1781020979997,"version":"3.54.1"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T00:00:00Z","timestamp":1759017600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T00:00:00Z","timestamp":1759017600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,28]]},"DOI":"10.1109\/soli66289.2025.11396139","type":"proceedings-article","created":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T20:46:45Z","timestamp":1771879605000},"page":"25-32","source":"Crossref","is-referenced-by-count":3,"title":["Boosted Ensemble Voting for Intrusion Detection: A SHAP-Driven Analysis of XGBoost and CatBoost"],"prefix":"10.1109","author":[{"given":"Adan","family":"Melendrez","sequence":"first","affiliation":[{"name":"New York Institute of Technology,Department of Computer Science,Vancouver,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Humberto","family":"Goncalves","sequence":"additional","affiliation":[{"name":"New York Institute of Technology,Department of Computer Science,Vancouver,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zakaria","family":"Alomari","sequence":"additional","affiliation":[{"name":"New York Institute of Technology,Department of Computer Science,Vancouver,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunlong","family":"Shao","sequence":"additional","affiliation":[{"name":"New York Institute of Technology,Department of Computer Science,Vancouver,Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"How do corporates ensure Network security using I.D.S?","volume-title":"Technical Report","author":"Susarla","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom61057.2024.10621339"},{"key":"ref3","article-title":"The role of machine and deep learning in modern intrusion detection systems: A comprehensive review","volume-title":"Computers and Electrical Engineering","volume":"113","author":"Akuthota","year":"2025"},{"issue":"5","key":"ref4","first-page":"1","article-title":"A Comparative Analysis of Sampling Techniques for Imbalanced Datasets in Machine Learning","volume-title":"International Journal of Innovative Research and Creative Technology","volume":"7","author":"Yadav","year":"2021"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/InCACCT57535.2023.10141704"},{"key":"ref6","article-title":"Advanced Threat Detection Using Soft and Hard Voting Techniques in Ensemble Learning","volume-title":"Journal of Robotics and Control (JRC)","author":"Jabbar","year":"2024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIAA65327.2025.11013626"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3236009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICPCSN58827.2023.00043"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2023.3282740"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11491"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ic3i56241.2022.10073356"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/s25061845"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/s23125568"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INDICON52576.2021.9691690"},{"key":"ref16","first-page":"1","article-title":"Enhancing Software Defect Prediction through Explainable AI: Integrating SHAP and LIME in a Voting Classifier Framework","volume-title":"Proceedings of the 8th International Artificial Intelligence and Data Processing Symposium (IDAP\u201924)","author":"Asal"},{"key":"ref17","article-title":"White-Box Style Intrusion Detection System Integration into Industrial Metaverses","volume-title":"Proceedings of the 9th International Conference on Computer Science and Engineering (UBMK 2024)","author":"Kilic"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/NETAPPS63333.2024.10823629"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/OTCON60325.2024.10687674"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon56624.2025.10971719"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ASIANCON62057.2024.10837854"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10001280"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CSNet64211.2024.10851737"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CSP66295.2025.00025"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5220\/0006639801080116"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-025-01154-1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3689938.3694779"},{"issue":"2","key":"ref28","first-page":"95","article-title":"Fusion of Feature Ranking and Hyperparameter Tuning in IDS Using XAI","volume":"3","author":"Sharma","year":"2023","journal-title":"Journal of Cybersecurity and Privacy"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref30","article-title":"Comparative Performance Evaluation of Machine Learning Models for IDS","volume-title":"Computer Networks","volume":"181","author":"Shafiq","year":"2020"},{"issue":"1","key":"ref31","first-page":"27","article-title":"Model Evaluation Metrics in Intrusion Detection Using CICIDS2017","volume":"2","author":"Liu","year":"2022","journal-title":"Cybersecurity Research Review"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/sp54263.2024.00019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/fabs52071.2021.9702617"}],"event":{"name":"2025 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)","location":"Singapore","start":{"date-parts":[[2025,9,28]]},"end":{"date-parts":[[2025,9,30]]}},"container-title":["2025 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11396074\/11396101\/11396139.pdf?arnumber=11396139","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T07:43:31Z","timestamp":1771919011000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11396139\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,28]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/soli66289.2025.11396139","relation":{},"subject":[],"published":{"date-parts":[[2025,9,28]]}}}