K
Krishna MurariAuthor Profile
Supervisor, H.O.D., Department of computer Science and Engineering, School of Engineering and Technology, YBN University Ranchi-10.
1Publications
1Years Active
1Collaborators
0Citations (Crossref)
Publications by Krishna Murari
2026 (1)
A Robust LightGBM-Based Machine Learning Framework for Network Outlier Detection
The growing volume and complexity of network traffic have made manual and signature-based monitoring insufficient for detecting malicious activity. This paper presents a robust machine learning framework, based on the Light Gradient Boosting Machine (LightGBM), for detecting outliers in network traffic data. The fra...
View ArticleResearch Topics
- network outlier detection
- anomaly detection
- intrusion detection
- LightGBM
- gradient boosting
- SHAP
- NSL-KDD