Datasets:
skadewdl3
/
nsl-kdd

Dataset card Viewer Files Community
1
duration
int64
0
42.7k
protocol_type
stringclasses
3 values
service
stringlengths
3
11
flag
stringclasses
11 values
src_bytes
int64
0
382M
dst_bytes
int64
0
5.15M
land
int64
0
1
wrong_fragment
int64
0
3
urgent
int64
0
1
hot
int64
0
77
num_failed_logins
int64
0
3
logged_in
int64
0
1
num_compromised
int64
0
558
root_shell
int64
0
1
su_attempted
int64
0
2
num_root
int64
0
629
num_file_creations
int64
0
29
num_shells
int64
0
1
num_access_files
int64
0
5
num_outbound_cmds
int64
0
0
is_host_login
int64
0
0
is_guest_login
int64
0
1
count
int64
1
511
srv_count
int64
1
511
serror_rate
float64
0
1
srv_serror_rate
float64
0
1
rerror_rate
float64
0
1
srv_rerror_rate
float64
0
1
same_srv_rate
float64
0
1
diff_srv_rate
float64
0
1
srv_diff_host_rate
float64
0
1
dst_host_count
int64
0
255
dst_host_srv_count
int64
0
255
dst_host_same_srv_rate
float64
0
1
dst_host_diff_srv_rate
float64
0
1
dst_host_same_src_port_rate
float64
0
1
dst_host_srv_diff_host_rate
float64
0
1
dst_host_serror_rate
float64
0
1
dst_host_srv_serror_rate
float64
0
1
⌀
dst_host_rerror_rate
float64
0
1
⌀
dst_host_srv_rerror_rate
float64
0
1
⌀
class
stringclasses
2 values
0
tcp
http
SF
272
2,042
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
1
0
0
80
255
1
0
0.01
0.03
0
0
0
0
normal
0
tcp
X11
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
3
0
0
1
1
1
0
0
255
4
0.02
0.03
0
0
0
0
0.02
1
normal
0
tcp
whois
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
218
12
1
1
0
0
0.06
0.06
0
255
12
0.05
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
198
2,168
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
12
0
0
0
0
1
0
0.17
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
215
1,613
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
32
0
0
0
0
1
0
0.16
74
74
1
0
0.01
0
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
257
20
1
1
0
0
0.08
0.07
0
255
20
0.08
0.08
0
0
1
1
0
0
anomaly
0
tcp
http
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
296
25
1
1
0
0
0.08
0.05
0
255
25
0.1
0.05
0
0
1
1
0
0
anomaly
0
tcp
gopher
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
215
17
1
1
0
0
0.08
0.06
0
255
16
0.06
0.08
0
0
1
1
0
0
anomaly
0
tcp
http
SF
211
1,209
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
12
12
0
0
0
0
1
0
0
88
255
1
0
0.01
0.04
0
0
0
0
normal
0
tcp
http
SF
253
849
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
3
0
0
0
0
1
0
0
255
255
1
0
0
0
0.01
0.01
0
0
normal
0
tcp
http
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
0
0
1
1
1
0
1
11
254
1
0
0.09
0.15
0
0
1
1
normal
8
tcp
smtp
SF
2,450
332
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
208
153
0.55
0.07
0
0.01
0
0
0
0
normal
0
tcp
ftp_data
SF
641
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
1
0
0
61
46
0.15
0.07
0.15
0.04
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116
3
1
1
0
0
0.03
0.06
0
255
30
0.12
0.06
0
0
1
1
0
0
anomaly
28
tcp
ftp
SF
1,477
4,152
0
0
0
30
0
1
0
0
0
0
0
0
0
0
0
1
2
2
0
0
0
0
1
0
0
88
20
0.23
0.07
0.01
0
0
0
0
0
normal
0
tcp
pop_3
RSTO
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
222
11
0
0
1
1
0.05
0.06
0
255
11
0.04
0.07
0
0
0
0
1
1
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
130
15
1
1
0
0
0.12
0.05
0
255
17
0.07
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
211
3,369
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
17
0
0
0
0
1
0
0
17
255
1
0
0.06
0.02
0
0
0
0
normal
0
tcp
finger
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
280
16
1
1
0
0
0.06
0.05
0
255
16
0.06
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
SF
205
2,486
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
17
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
telnet
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
51
10
1
1
0
0
0.2
0.08
0
255
55
0.22
0.04
0.02
0
1
1
0
0
anomaly
0
udp
domain_u
SF
46
113
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27
27
0
0
0
0
1
0
0
255
162
0.64
0.01
0
0
0
0
0
0
normal
0
tcp
ftp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
230
5
1
1
0
0
0.02
0.07
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly
0
icmp
urp_i
SF
182
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
4
0
0
0
0
0.8
0.4
0
255
18
0.07
0.01
0.08
0
0
0
0
0
normal
0
tcp
http
SF
225
693
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
16
16
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
private
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
124
1
0.01
0
0.94
1
0.01
1
0
249
1
0
0.53
0
0
0
0
0.48
1
anomaly
0
tcp
http
SF
200
1,021
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
2
0
0
0
0
1
0
1
18
255
1
0
0.06
0.04
0
0
0
0
normal
0
udp
private
SF
105
145
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
1
0
0
0
0
0.14
0.29
0
255
229
0.9
0.01
0
0
0
0
0
0
normal
0
tcp
ssh
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
237
10
1
1
0
0
0.04
0.06
0
255
10
0.04
0.07
0
0
1
1
0
0
anomaly
0
tcp
finger
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
74
19
1
1
0
0
0.26
0.05
0
156
41
0.25
0.03
0.01
0.05
0.99
0.95
0
0
anomaly
0
icmp
ecr_i
SF
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
1
0
0
198
198
1
0
1
0
0
0
0
0
normal
0
udp
domain_u
SF
45
135
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82
161
0
0
0
0
0.98
0.04
0.01
255
243
0.95
0.01
0
0
0
0
0
0
normal
0
tcp
whois
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
258
3
1
1
0
0
0.01
0.06
0
255
3
0.01
0.06
0
0
1
1
0
0
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
282
18
1
1
0
0
0.06
0.04
0
255
18
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
SF
227
1,735
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
10
0
0
0
0
1
0
0.2
255
255
1
0
0.01
0
0
0
0.03
0.03
normal
0
tcp
http
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
0
0
1
1
1
0
1
54
255
1
0
0.02
0.16
0
0.01
1
0.99
normal
0
tcp
http
S3
344
201
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
11
0.2
0.18
0
0
1
0
0.27
5
255
1
0
0.2
0.02
0.2
0.01
0
0
normal
0
udp
other
SF
147
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
1
0
0
0
0
0.2
0.6
0
255
4
0.02
0.51
0.95
0
0
0
0
0
normal
0
tcp
nnsp
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109
3
0
0
1
1
0.03
0.07
0
255
3
0.01
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
208
280
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
10
25
0
0
0
0
1
0
0.08
255
255
1
0
0
0
0
0
0
0
normal
0
udp
domain_u
SF
45
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
125
125
0
0
0
0
1
0
0
255
254
1
0.01
0.01
0
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
2
1
1
0
0
0.5
0.5
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
337
3,360
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
4
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
268
681
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
6
6
0
0
0
0
1
0
0
30
255
1
0
0.03
0.02
0
0.01
0
0
normal
0
icmp
eco_i
SF
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
3
139
1
0
1
0.25
0
0
0
0
anomaly
0
tcp
name
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
210
6
1
1
0
0
0.03
0.06
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
288
337
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
21
21
0
0
0
0
1
0
0
255
255
1
0
0.01
0
0
0
0
0
normal
0
tcp
http
SF
230
21,240
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
6
0
0
0
0
1
0
0.33
4
255
1
0
0.25
0.07
0
0
0
0
normal
0
udp
domain_u
SF
45
130
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
237
314
0
0
0
0
1
0.01
0.01
239
200
0.84
0.01
0
0
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42
3
1
1
0
0
0.07
0.14
0
255
16
0.06
0.08
0
0
1
1
0
0
anomaly
0
udp
private
SF
28
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
54
54
0
0
0
0
1
0
0
255
54
0.21
0.02
0.21
0
0
0
0
0
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
266
14
1
1
0
0
0.05
0.06
0
255
5
0.02
0.06
0
0
1
1
0
0
anomaly
0
tcp
ctf
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
107
5
1
1
0
0
0.05
0.07
0
67
5
0.07
0.12
0.01
0
1
1
0
0
anomaly
0
udp
domain_u
SF
72
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
120
120
0
0
0
0
1
0
0
255
166
0.65
0.01
0.22
0
0
0
0
0
normal
0
udp
domain_u
SF
45
141
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
323
323
0
0
0
0
1
0
0
255
251
0.98
0.01
0
0
0
0
0
0
normal
0
tcp
efs
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149
25
1
1
0
0
0.17
0.05
0
255
25
0.1
0.05
0
0
1
1
0
0
anomaly
0
tcp
mtp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
268
5
1
1
0
0
0.02
0.06
0
255
5
0.02
0.09
0
0
1
1
0
0
anomaly
0
tcp
http
SF
346
1,185
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
10
17
0
0
0
0.06
1
0
0.12
10
255
1
0
0.1
0.05
0
0
0
0
normal
0
tcp
systat
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
204
2
0
0
1
1
0.01
0.07
0
255
2
0.01
0.08
0
0
0
0
1
1
anomaly
0
tcp
http
SF
326
2,659
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
18
19
0
0
0
0
1
0
0.11
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
1
1
0
0
5
251
1
0
0.2
0.2
0
0
1
0.97
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104
2
0.99
1
0
0
0.02
0.08
0
255
2
0.01
0.06
0
0
1
1
0
0
anomaly
0
tcp
systat
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
293
17
1
1
0
0
0.06
0.05
0
255
6
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
156
11,431
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
15
255
1
0
0.07
0.04
0
0
0
0
normal
0
tcp
private
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
0
0
1
1
0.5
1
0
255
1
0
0.77
0.75
0
0
0
0.75
1
anomaly
0
tcp
http
SF
326
10,755
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
1
0
0
76
255
1
0
0.01
0.03
0.01
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
125
18
1
1
0
0
0.14
0.07
0
255
20
0.08
0.07
0
0
1
1
0
0
anomaly
0
tcp
systat
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
300
16
0
0
1
1
0.05
0.06
0
255
16
0.06
0.07
0
0
0
0
1
1
anomaly
28
udp
domain_u
SF
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
4
0
0
0
0
0.33
0.67
0.5
96
93
0.97
0.02
0.01
0
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
125
13
1
1
0
0
0.1
0.06
0
255
20
0.08
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
177
14,571
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
6
0
0
0
0
1
0
0.33
17
255
1
0
0.06
0.04
0
0
0
0
normal
0
tcp
hostnames
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
260
18
1
1
0
0
0.07
0.06
0
255
18
0.07
0.06
0
0
1
1
0
0
anomaly
0
icmp
eco_i
SF
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
33
0
0
0
0
0.5
1
1
3
27
1
0
1
0.26
0
0
0
0
anomaly
0
udp
domain_u
SF
36
101
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
255
224
0.88
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
225
668
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
33
49
0
0
0
0
1
0
0.04
255
255
1
0
0
0
0
0
0
0
normal
0
udp
private
SF
105
147
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
10
2
0
0
0
0
0.2
0.2
0
255
232
0.91
0.01
0.01
0
0
0
0
0
normal
0
tcp
http
SF
343
1,232
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
7
17
0
0
0
0
1
0
0.18
44
255
1
0
0.02
0.04
0
0
0
0
normal
7,247
udp
other
SF
147
105
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1
0
0
0
0
0.33
0.67
0
255
2
0.01
0.85
1
0
0
0
0
0
normal
0
icmp
ecr_i
SF
520
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
214
214
0
0
0
0
1
0
0
255
255
1
0
1
0
0
0
0
0
anomaly
0
udp
domain_u
SF
17
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
0
0
0
0
1
0
1
4
3
0.75
0.5
0.25
0
0
0
0
0
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
238
4
1
1
0
0
0.02
0.07
0
255
11
0.04
0.07
0
0
1
1
0
0
anomaly
2
tcp
smtp
SF
1,099
328
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
3
0
0
0
0
1
0
1
32
11
0.34
0.09
0.03
0
0
0
0
0
normal
0
tcp
imap4
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
228
20
1
1
0
0
0.09
0.06
0
255
19
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
Z39_50
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
274
8
1
1
0
0
0.03
0.06
0
255
8
0.03
0.06
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26
6
1
1
0
0
0.23
0.08
0
28
52
0.21
0.11
0.07
0.04
0.93
0.12
0
0
anomaly
0
tcp
link
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
234
2
0
0
1
1
0.01
0.07
0
255
2
0.01
0.08
0
0
0
0
1
1
anomaly
0
tcp
mtp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
60
5
1
1
0
0
0.08
0.08
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
232
3
1
1
0
0
0.01
0.06
0
255
3
0.01
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
313
9,458
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
2
0
0
0
0
1
0
1
9
255
1
0
0.11
0.03
0
0
0
0
normal
0
udp
domain_u
SF
46
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44
124
0
0
0
0
1
0
0.02
255
225
0.88
0.01
0.01
0
0
0
0
0
normal
0
tcp
http
SF
185
25,618
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
14
255
1
0
0.07
0.01
0
0
0
0
normal
28
tcp
ftp
SF
911
2,720
0
0
0
19
0
1
0
0
0
0
0
0
0
0
0
1
1
2
0
0
0
0
1
0
1
39
2
0.05
0.1
0.03
0
0
0
0
0
normal
0
tcp
ftp_data
SF
245
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
2
1
0
0
0
0
0.5
1
0
137
42
0.08
0.05
0.08
0.05
0.01
0
0.01
0
normal
0
tcp
auth
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
283
12
0
0
1
1
0.04
0.06
0
255
12
0.05
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
305
1,546
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
17
0
0
0
0.06
1
0
0.35
66
255
1
0
0.02
0.02
0
0
0.02
0
normal
11
tcp
telnet
SF
104
1,413
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
64
1
0.02
0.08
0.02
0
0
0
0
0
normal
33
tcp
ftp
SF
938
2,720
0
0
0
19
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
1
0
0
171
43
0.25
0.03
0.01
0
0
0
0.01
0.02
normal
0
icmp
eco_i
SF
30
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
0
0
0
0
0.5
1
0
255
2
0.01
0.01
0.03
0
0
0
0
0
normal
0
tcp
ftp_data
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
6
1
1
0
0
1
0
0
255
54
0.21
0.02
0
0
1
1
0
0
anomaly
0
tcp
ftp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
229
4
1
1
0
0
0.02
0.07
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly