M
Mohit Jain JainAuthor Profile
Guide, Department of Computer Science, BM College of Technology, Indore
1Publications
1Years Active
1Collaborators
-Citations
Publications by Mohit Jain Jain
2026 (1)
Optimized Weighted Soft-Voting Hybrid Ensemble for Explainable Network Intrusion Detection on UNSW-NB15 with ROC-Based Benchmarking
Network intrusion detection systems (IDS) must separate malicious from benign traffic at very low false-alarm rates while remaining explainable and inexpensive to run. This paper presents an Optimized Weighted Soft-Voting Hybrid Ensemble (OWSVE) that fuses the class probabilities of Random Forest, CatBoost and Light...
View ArticleResearch Topics
- intrusion detection
- UNSW-NB15
- ensemble learning
- soft voting
- ROC-AUC
- explainable AI
- SHAP
- LIME
- SMOTE