基于深度信念网络和三支决策的入侵检测算法
杜祥通, 李永忠
An intrusion detection algorithm based on Deep Belief Network and Three⁃Way Decisions
Xiangtong Du, Yongzhong Li
表5
不同算法的实验结果对比
Table 5
Experimental results of different algorithms
ACC
DR
FPR
PR
F
1
DBN?TWD
0.956
0.935
0.050
0.954
0.946
LDA?ELM
0.930
0.898
0.049
0.918
0.881
SNADE
0.925
0.858
0.031
0.947
0.902
SSL
0.927
0.907
0.049
0.965
0.935
HAST?IDS
0.936
0.922
0.037
0.912
0.903