Advances, Systems and Applications
From: A multi-classification detection model for imbalanced data in NIDS based on reconstruction and feature matching
No.
Method
Accuracy
F1-Scrore
Precision
Recall
1
CSE-IDS [34]
92.00
–
98.00
2
Big Data Based DL [35]
97.8
3
Ensemble Based IDS [36]
88.96
96.25
4
TLHA [33]
98.46
98.1
86.42
5
Proposed Model
99.81
99.79
99.80
