Official Full-Text Paper (PDF): Intrusion Detection System Framework Based on Machine Learning for Cloud Computing. ... Intrusion detection is one of the powerful solutions in security. Current-day network Intrusion-Detection Systems (IDS) ...
+R
-R
A
B
A+B +P
C+D -P
C
D
A+C
B+D
N
6
(a)
Classification
4 3 2
6
(b)
5
5
4
4
3 2
1 0 1
1.5
2
2.5 3 3.5 4 No. of test vector 6
4.5
0
5
0 100 200 300 400 500 600 700 800 900
No. of test vector
No. of test vector
6
(d)
5
(e)
5
4 x104
3
4 3
2
2
1
1
0
2
200 400 600 800 1000 1200 1400 1600 1800 2000
x104
Classification
0.5
3
1
1
Classification
Classification
5
Classification
6
1
2
3
4
5
6
No. of test vector
7
8
0 5
10
15
20
25
30
35
No. of test vector
40
45
50
6
(a)
(c) 5
5 Classification
5 4 3
4 3
4 3
2
2
2
1
1
1 0
0
0 1
1.5
2
2.5
3
6
3.5
4
500
4.5 x104
1000
1500 2000 No. of test vector
6
(d)
4 3
0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 No. of test vector x104
