Open access
Jul 2026
Hybrid Feature Selection with Adaptive Threshold Optimization for Efficient Machine Learning–based Intrusion Detection
This study proposes a novel IDS framework with hybrid feature selection method and adaptive threshold optimization, and shows that this solution considerably increases IDS efficiency and decreases false positive rates.
V. P., R. K., Shameem Sakinah
· IRO Journal on Sustainable W... · 0 citations