Datasets:
skadewdl3
/
nsl-kdd

Dataset card Data Studio 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
0
354
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
0.03
0.03
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
309
306
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
66
255
1
0
0.02
0.02
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
2
0
0
1
1
1
0
1
1
247
1
0
1
0.15
0
0
1
0.68
normal
0
tcp
http
SF
278
7,227
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
153
255
1
0
0.01
0.05
0
0
0
0
normal
0
udp
private
SF
28
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
82
82
0
0
0
0
1
0
0
255
182
0.71
0.29
0.71
0
0.09
0
0.2
0
anomaly
0
tcp
http
SF
313
761
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
43
255
1
0
0.02
0.03
0
0
0
0
normal
0
tcp
http
SF
219
1,212
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
15
15
0
0
0
0
1
0
0
242
255
1
0
0
0.01
0
0
0
0
normal
0
tcp
http
SF
245
9,165
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
3
0
0
0
0
1
0
0.67
10
255
1
0
0.1
0.05
0
0
0
0
normal
0
tcp
http
SF
328
2,243
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
21
255
1
0
0.05
0.04
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
23
249
1
0
0.04
0.1
0
0
1
0.96
normal
0
tcp
http
SF
251
301
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
7
0
0
0
0
1
0
0.29
255
252
0.99
0.01
0
0
0
0
0
0
normal
0
tcp
smtp
SF
2,089
335
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
0.5
1
1
255
152
0.6
0.03
0
0
0.01
0.02
0
0.01
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
6
255
1
0
0.17
0.21
0
0
1
0.88
normal
0
tcp
http
SF
237
511
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
3
255
1
0
0.33
0.01
0
0
0
0
normal
0
tcp
http
SF
324
431
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
5
0
0
0
0
1
0
0.4
107
255
1
0
0.01
0.02
0
0
0
0
normal
25,950
tcp
private
RSTR
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
0
0
1
1
1
0
0
255
2
0.01
0.69
1
0
0
0
1
1
anomaly
0
tcp
Z39_50
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110
17
0
0
1
1
0.15
0.05
0
255
17
0.07
0.07
0
0
0
0
1
1
anomaly
0
udp
private
SF
105
145
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
1
0
0
0
0
0.25
0.5
0
255
239
0.94
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
218
974
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
6
255
1
0
0.17
0.02
0
0.01
0
0
normal
0
tcp
http
SF
325
2,649
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
7
7
0
0
0
0
1
0
0
107
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
uucp_path
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
246
20
0
0
1
1
0.08
0.07
0
255
20
0.08
0.07
0
0
0
0
1
1
anomaly
0
tcp
bgp
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
272
19
0
0
1
1
0.07
0.07
0
255
19
0.07
0.08
0
0
0
0
1
1
anomaly
0
tcp
csnet_ns
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
259
8
1
1
0
0
0.03
0.07
0
255
8
0.03
0.08
0
0
1
1
0
0
anomaly
240
tcp
http
SF
328
275
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
9
10
0
0
0
0.1
1
0
0.2
255
250
0.98
0.01
0
0
0
0
0
0
normal
0
tcp
bgp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
294
6
1
1
0
0
0.02
0.05
0
255
8
0.03
0.07
0
0
1
1
0
0
anomaly
0
tcp
finger
SF
9
138
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
195
10
0.03
0.03
0.01
0.2
0.01
0
0.01
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
96
178
0
0
0
0
1
0
0.02
255
254
1
0.01
0.01
0
0
0
0
0
normal
1
tcp
smtp
SF
1,079
334
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
1
0
0
138
167
0.57
0.03
0.01
0.01
0
0
0
0
normal
0
udp
domain_u
SF
45
139
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
79
159
0
0
0
0
1
0
0.01
255
254
1
0.01
0
0
0
0
0
0
normal
26
tcp
ftp
SF
273
903
0
0
0
5
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
1
0
0
176
49
0.28
0.02
0.01
0
0.01
0.02
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
190
20
1
1
0
0
0.11
0.06
0
255
20
0.08
0.08
0
0
1
1
0
0
anomaly
0
tcp
ldap
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
135
5
0
0
1
1
0.04
0.06
0
255
1
0
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
237
138
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
2
2
1
0
0.5
0
0
0
0
0
normal
0
tcp
http
SF
225
1,357
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
5
255
1
0
0.2
0.02
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
123
7
1
1
0
0
0.06
0.06
0
255
7
0.03
0.08
0
0
1
1
0
0
anomaly
0
tcp
supdup
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
245
20
1
1
0
0
0.08
0.06
0
255
7
0.03
0.07
0
0
1
1
0
0
anomaly
0
udp
other
SF
147
0
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
1
0
0.61
0.97
0
0
0
0
0
normal
0
tcp
http
SF
262
1,011
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
4
0
0
0
0
1
0
0.5
94
255
1
0
0.02
0.01
0
0
0
0
normal
0
icmp
ecr_i
SF
1,032
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
263
263
0
0
0
0
1
0
0
255
255
1
0
1
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
109
13
1
1
0
0
0.12
0.06
0
255
7
0.03
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
261
8,412
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
9
9
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
bgp
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
145
8
0
0
1
1
0.06
0.08
0
255
8
0.03
0.09
0
0
0
0
1
1
anomaly
0
tcp
netbios_dgm
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
250
2
0
0
1
1
0.01
0.07
0
255
2
0.01
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
294
1,719
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
8
0
0
0
0
1
0
0
108
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
http
SF
221
981
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
3
0
0
0
0
1
0
0.67
50
82
1
0
0.02
0.04
0
0
0
0
normal
0
tcp
http
SF
284
10,352
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
11
255
1
0
0.09
0.07
0
0
0
0
normal
0
tcp
gopher
SH
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
0
255
1
0
1
1
0
1
1
0
0
anomaly
0
tcp
http
SF
309
16,096
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
31
129
1
0
0.03
0.02
0
0
0
0
normal
0
tcp
ftp_data
SF
334
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
6
26
1
0
1
0.19
0
0
0
0
anomaly
0
tcp
telnet
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
4
1
1
0
0
0.31
0.31
0
255
64
0.25
0.02
0.01
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
87
1
1
1
0
0
0.01
0.07
0
255
1
0
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
214
283
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
27
255
1
0
0.04
0.05
0
0.01
0
0
normal
0
tcp
vmnet
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
292
13
1
1
0
0
0.04
0.05
0
255
14
0.05
0.08
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
295
18
1
1
0
0
0.06
0.05
0
255
1
0
0.08
0
0
1
1
0
0
anomaly
0
tcp
http_443
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143
15
1
1
0
0
0.1
0.06
0
255
15
0.06
0.05
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
46
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
278
277
0
0
0
0
1
0.01
0
255
254
1
0.01
0
0
0
0
0
0
normal
0
tcp
ftp_data
SF
748
0
0
0
0
0
0
1
0
0
0
9
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
6
92
0.83
0.33
0.83
0.03
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
102
19
1
1
0
0
0.19
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
1
46
0
0
0
0
1
0
1
1
15
1
0
1
0.53
0
0
0
0
anomaly
0
tcp
whois
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
251
3
1
1
0
0
0.01
0.07
0
255
3
0.01
0.08
0
0
1
1
0
0
anomaly
0
tcp
http
SF
329
8,437
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
83
255
1
0
0.01
0.04
0
0
0
0
normal
0
tcp
ftp_data
SF
9
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
185
119
0.5
0.38
0.5
0.02
0
0
0.37
0.01
normal
0
udp
domain_u
SF
46
128
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
222
302
0
0
0
0
1
0
0.01
255
253
0.99
0.01
0
0
0
0
0
0
normal
0
tcp
ftp_data
SF
1,766
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
255
6
0.02
0.02
0.02
0
0
0
0.83
0
normal
0
tcp
remote_job
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
260
4
1
1
0
0
0.02
0.06
0
255
4
0.02
0.07
0
0
1
1
0
0
anomaly
9,015
tcp
other
RSTR
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
0
0
1
1
1
0
0
255
2
0.01
0.74
1
0
0
0
1
1
anomaly
7
tcp
finger
SF
8
135
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
196
6
0.03
0.03
0.01
0.33
0
0
0.01
0
normal
0
tcp
http
SF
266
529
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
6
0
0
0
0
1
0
0.67
94
255
1
0
0.01
0.02
0
0
0
0
normal
0
tcp
ftp_data
SF
245
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
2
0
0
0
0
0.67
0.67
0
99
68
0.32
0.06
0.32
0.03
0
0
0
0
normal
0
tcp
http
SF
295
465
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
11
12
0
0
0
0
1
0
0.17
69
255
1
0
0.01
0.04
0
0
0
0
normal
0
tcp
gopher
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44
12
1
1
0
0
0.27
0.11
0
255
12
0.05
0.08
0
0
1
1
0
0
anomaly
0
tcp
http
SF
228
6,834
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
7
0
0
0
0
1
0
0.57
18
19
1
0
0.06
0.11
0
0
0
0
normal
0
icmp
ecr_i
SF
1,032
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
511
511
0
0
0
0
1
0
0
255
212
0.83
0.02
0.83
0
0
0
0
0
anomaly
0
tcp
imap4
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
272
15
0
0
1
1
0.06
0.06
0
255
15
0.06
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
122
19
0.99
1
0
0
0.16
0.07
0
255
19
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
whois
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
287
3
1
1
0
0
0.01
0.05
0
255
3
0.01
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
0
0
1
1
1
0
1
118
195
1
0
0.01
0.02
0
0
0.74
0.84
normal
0
tcp
other
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
486
1
0.08
0
0.89
1
0
0.95
0
255
1
0
0.91
0
0
0.11
0
0.89
1
anomaly
0
udp
other
SF
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22
6
0
0
0
0
0.27
0.09
0
255
6
0.02
0.06
1
0
0
0
0
0
anomaly
0
tcp
iso_tsap
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
286
9
1
1
0
0
0.03
0.06
0
255
11
0.04
0.07
0
0
1
1
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
1
1
0
0
0
0
1
0
0
247
247
1
0
1
0
0
0
0
0
normal
1
tcp
smtp
SF
2,078
333
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
89
117
0.31
0.03
0.01
0.02
0
0
0
0
normal
0
tcp
ftp_data
SF
19
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
201
5
0.02
0.04
0.02
0
0
0
0
0
normal
0
tcp
smtp
SF
661
329
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
163
69
0.36
0.02
0.01
0.03
0
0
0
0
normal
0
udp
private
SF
28
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35
34
0
0
0.03
0
0.97
0.06
0
255
34
0.13
0.02
0.13
0
0
0
0.67
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
28
2
1
1
0
0
0.07
0.14
0
255
42
0.16
0.03
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
108
18
1
1
0
0
0.17
0.07
0
255
18
0.07
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
101
5
1
1
0
0
0.05
0.06
0
255
15
0.06
0.07
0
0
1
1
0
0
anomaly
0
tcp
smtp
SF
1,075
364
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
255
100
0.39
0.17
0
0
0
0
0
0
normal
0
tcp
http
SF
223
656
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
12
21
0
0
0
0
1
0
0.14
172
255
1
0
0.01
0.02
0
0
0
0
normal
15,159
tcp
ftp
SF
350
1,185
0
0
0
6
0
1
0
0
0
0
0
0
0
0
0
1
1
2
0
0
0
0
1
0
1
255
142
0.56
0.02
0
0
0
0
0
0
anomaly
0
tcp
http
SF
233
2,470
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
10
10
0
0
0
0
1
0
0
32
255
1
0
0.03
0.01
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
223
10
1
1
0
0
0.04
0.07
0
255
9
0.04
0.05
0
0
1
1
0
0
anomaly
0
tcp
echo
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
223
17
1
1
0
0
0.08
0.06
0
255
17
0.07
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
201
1,938
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
19
34
0
0
0
0
1
0
0.06
44
255
1
0
0.02
0.03
0
0
0
0
normal
0
tcp
http
SF
271
4,781
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
7
0
0
0
0
1
0
0.29
11
28
1
0
0.09
0.25
0
0
0
0
normal
0
tcp
ftp_data
SF
14,416
0
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
205
50
0.19
0.02
0.19
0.04
0
0
0
0
normal
0
tcp
http
SF
227
11,564
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
6
0
0
0
0
1
0
0.33
41
52
1
0
0.02
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
406
1
0
0
1
1
0
0.52
0
255
1
0
0.52
1
0
0
0
1
1
anomaly
0
tcp
http
SF
225
2,445
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
4
5
0
0
0
0
1
0
0.4
255
255
1
0
0
0
0
0
0
0
normal