Multiclass Classification on NSL-KDD zero-day attack (test) benchmark leaderboard · SOTA2 Research

Multiclass Classification on NSL-KDD zero-day attack (test)

0.827AccuracyProposed IDS Framework

Evaluation Results

Method
Proposed IDS Framework2025.12	0.827	1.005	88.5
K Nearest Neighbor (KNN)2025.12	0.532	3.525	58.5
Multi-Layer Perceptron2025.12	0.506	4.02	54.3
Random Forest2025.12	0.486	3.256	73.8
Gradient Boosting Machine (GBM)2025.12	0.4823	4.131	51.2