Datasets:
Mireu-Lab
/
NSL-KDD

Dataset card Data Studio Files
xet
Community
duration
int64
0
42.9k
protocol_type
stringclasses
3 values
service
stringclasses
70 values
flag
stringclasses
11 values
src_bytes
int64
0
1.38B
dst_bytes
int64
0
1.31B
land
int64
0
1
wrong_fragment
int64
0
3
urgent
int64
0
3
hot
int64
0
77
num_failed_logins
int64
0
5
logged_in
int64
0
1
num_compromised
int64
0
7.48k
root_shell
int64
0
1
su_attempted
int64
0
2
num_root
int64
0
7.47k
num_file_creations
int64
0
43
num_shells
int64
0
2
num_access_files
int64
0
9
num_outbound_cmds
int64
0
0
is_host_login
int64
0
1
is_guest_login
int64
0
1
count
int64
0
511
srv_count
int64
0
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
courier
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
117
5
1
1
0
0
0.04
0.07
0
255
6
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
12
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
119
86
0.38
0.03
0.38
0.03
0
0
0
0
normal
0
tcp
smtp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
0.5
0.5
0
0
1
0
0
226
137
0.52
0.03
0.01
0.01
0
0.01
0
0
normal
0
tcp
ftp_data
SF
9,178
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
11
11
0
0
0
0
1
0
0
18
125
0.94
0.11
0.94
0.02
0
0.01
0
0
normal
0
tcp
auth
SF
10
37
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
92
10
0.04
0.14
0.01
0.2
0.01
0
0.03
0
normal
0
tcp
http
SF
241
6,693
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
104
255
1
0
0.01
0.02
0
0
0
0
normal
0
tcp
csnet_ns
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
122
15
1
1
0
0
0.12
0.07
0
255
15
0.06
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
190
1,925
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
21
0
0
0
0
1
0
0.1
147
255
1
0
0.01
0.02
0.01
0.01
0
0
normal
0
tcp
ftp_data
SF
151
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
211
85
0.38
0.03
0.38
0.02
0
0
0
0
normal
0
tcp
http
SF
221
714
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
4
255
1
0
0.25
0.01
0
0
0
0
normal
0
udp
domain_u
SF
43
129
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
75
155
0
0
0
0
1
0
0.01
255
254
1
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
269
11,400
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
151
255
1
0
0.01
0.02
0.01
0.01
0
0
normal
0
tcp
http
SF
0
381
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
25
25
0.04
0.04
0
0
1
0
0
244
255
1
0
0
0.01
0
0
0
0
normal
0
udp
domain_u
SF
45
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
149
149
0
0
0
0
1
0
0
255
203
0.8
0.01
0
0
0
0
0
0
normal
0
udp
domain_u
SF
45
136
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
105
187
0
0
0
0
1
0
0.02
255
254
1
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
196
980
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
9
50
0
0.02
0
0
1
0
0.06
9
255
1
0
0.11
0.07
0
0
0
0
normal
0
tcp
http
SF
219
370
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
255
255
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
276
1
1
1
0
0
0
0.06
0
255
13
0.05
0.07
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104
184
0
0
0
0
1
0
0.01
255
255
1
0
0.01
0
0
0
0
0
normal
0
tcp
http
SF
263
345
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
3
255
1
0
0.33
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
9
22
1
0
0.11
0.09
0
0.09
1
0.45
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52
10
1
1
0
0
0.19
0.12
0
255
10
0.04
0.09
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
279
15
1
1
0
0
0.05
0.06
0
255
5
0.02
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
226
1,066
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
37
0.12
0.05
0
0
1
0
0.19
43
55
1
0
0.02
0.09
0.02
0.04
0
0
normal
0
tcp
exec
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
148
23
1
1
0
0
0.16
0.05
0
255
23
0.09
0.05
0
0
1
1
0
0
anomaly
0
udp
other
SF
516
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
219
219
0
0
0
0
1
0
0
219
219
1
0
1
0
0
0
0
0
normal
0
tcp
http
SF
234
2,507
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
255
240
0.94
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
135
14
1
1
0
0
0.1
0.05
0
255
12
0.05
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
217
2,946
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
17
0
0
0
0
1
0
0.24
26
255
1
0
0.04
0.02
0
0
0
0
normal
0
tcp
http
SF
333
2,073
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
23
23
0
0
0
0
1
0
0
255
255
1
0
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
285
19
1
1
0
0
0.07
0.05
0
255
19
0.07
0.05
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
121
9
1
1
0
0
0.07
0.07
0
255
11
0.04
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
345
3,413
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
11
0
0
0
0
1
0
0.18
72
255
1
0
0.01
0.02
0.01
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
409
409
0
0
0
0
1
0
0
255
255
1
0
1
0
0
0
0
0
anomaly
0
tcp
http
SF
231
617
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
35
0
0
0
0
1
0
0.09
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
234
1,741
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
5
0
0
0
0
1
0
0
16
255
1
0
0.06
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
21
152
1
0
0.05
0.05
0
0
0.81
0.97
normal
0
tcp
vmnet
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
239
2
1
1
0
0
0.01
0.06
0
255
2
0.01
0.06
0
0
1
1
0
0
anomaly
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
49
0.19
0.21
0.19
0
0
0
0
0
anomaly
0
tcp
http
SF
303
2,239
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
234
0.92
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
261
12,236
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
9
0
0
0
0
1
0
0.22
21
255
1
0
0.05
0.04
0
0
0
0
normal
0
tcp
private
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
242
1
0
0.95
0.97
0
0.97
1
0
0
anomaly
1
tcp
smtp
SF
1,481
393
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
10
0.04
0.06
0
0
0
0
0.96
0
normal
0
tcp
courier
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
136
3
1
1
0
0
0.02
0.06
0
255
4
0.02
0.07
0
0
1
1
0
0
anomaly
397
tcp
telnet
SF
341
9,883
0
0
0
0
0
1
4
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
255
44
0.17
0.05
0
0
0.41
0.16
0.05
0.11
normal
0
tcp
http
SF
308
1,380
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
234
0.92
0.01
0
0
0.01
0.01
0
0
normal
0
udp
other
SF
516
4
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
normal
0
udp
domain_u
SF
44
92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
148
148
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
293
1,400
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
5
0
0
0
0
1
0
0
146
255
1
0
0.01
0.02
0
0
0
0
normal
0
tcp
mtp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
188
1
1
1
0
0
0.01
0.07
0
255
1
0
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
175
18
1
1
0
0
0.1
0.05
0
255
18
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
nnsp
RSTR
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
255
1
0
0.66
0.66
0
0
0
0.66
1
anomaly
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
90
0.35
0.11
0.35
0
0
0
0
0
anomaly
0
tcp
http
SF
309
18,146
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
4
0
0
0
0
1
0
0.5
54
255
1
0
0.02
0.05
0
0
0
0
normal
0
tcp
http
SF
381
216
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
122
255
1
0
0.01
0.02
0
0
0
0
normal
0
tcp
http
SF
230
1,536
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
20
20
0
0
0
0
1
0
0
72
255
1
0
0.01
0.03
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
96
13
1
1
0
0
0.14
0.06
0
255
14
0.05
0.06
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
6
0
0
0
0
1
0
0.33
255
249
0.98
0.01
0.01
0
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
249
0.98
0.02
0.98
0
0
0
0
0
anomaly
0
icmp
ecr_i
SF
520
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
253
253
0
0
0
0
1
0
0
255
255
1
0
1
0
0
0
0
0
anomaly
0
tcp
ftp_data
SF
13,239
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
7
7
0
0
0
0
1
0
0
7
93
1
0
1
0.02
0
0
0
0
normal
0
tcp
ftp_data
SF
13,239
0
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
195
82
0.42
0.03
0.42
0.02
0.01
0
0
0
normal
0
tcp
http
SF
224
1,261
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
14
14
1
0
0.07
0
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
284
20
1
1
0
0
0.07
0.06
0
255
20
0.08
0.08
0
0
1
1
0
0
anomaly
0
tcp
nnsp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
226
12
1
1
0
0
0.05
0.06
0
255
12
0.05
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
168
124
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
53
53
1
0
0.02
0
0
0
0
0
normal
0
tcp
http
SF
54,540
8,314
0
0
0
2
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
163
163
1
0
0.01
0
0
0
0.01
0.01
anomaly
0
tcp
http
SF
321
866
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
13
30
0
0
0
0
1
0
0.1
32
255
1
0
0.03
0.01
0
0
0.44
0.07
normal
0
tcp
http
SF
54,540
8,314
0
0
0
2
0
1
1
0
0
0
0
0
0
0
0
0
4
4
0
0
0.25
0.25
1
0
0
219
219
1
0
0
0
0
0
0.06
0.06
anomaly
0
tcp
http
SF
295
2,077
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
42
255
1
0
0.02
0.02
0
0
0
0
normal
0
tcp
http
SF
202
5,496
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
10
255
1
0
0.1
0.04
0
0
0
0
normal
0
udp
domain_u
SF
46
134
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
64
144
0
0
0
0
1
0
0.01
255
254
1
0.01
0
0
0
0
0
0
normal
0
udp
domain_u
SF
44
134
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
278
278
0
0
0
0
1
0
0
255
253
0.99
0.01
0
0
0
0
0
0
normal
0
tcp
ftp_data
SF
6,601
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
19
19
0
0
0
0
1
0
0
255
57
0.22
0.02
0.22
0
0
0
0
0
normal
42,108
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
188
2
0.01
0.19
0.36
0
0
0
0.36
1
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
186
5
0.59
1
0
0
0.03
0.05
0
255
8
0.03
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
308
1,875
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
5
0
0
0
0
1
0
0
255
255
1
0
0
0
0.01
0.01
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
2
80
0
0
0
0
1
0
0.03
60
208
0.7
0.05
0.7
0.01
0
0
0.18
0
normal
14
tcp
http
SF
222
238
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
8
0
0
0
0
1
0
0.25
81
255
1
0
0.01
0.07
0
0
0.02
0.02
normal
0
udp
domain_u
SF
45
137
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
41
111
0
0
0
0
1
0
0.02
255
233
0.91
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
239
410
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
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
domain
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
98
8
1
1
0
0
0.08
0.06
0
255
7
0.03
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
355
15,233
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
35
0
0
0
0
1
0
0.14
25
255
1
0
0.04
0.05
0
0
0
0
normal
0
tcp
http
SF
290
8,618
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
12
0
0
0
0
1
0
0.17
28
255
1
0
0.04
0.02
0
0
0
0.01
normal
0
tcp
http
SF
258
1,683
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
41
255
1
0
0.02
0.01
0
0
0
0
normal
0
tcp
http
SF
198
5,972
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
7
10
0
0
0
0
1
0
0.3
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
supdup
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
135
19
1
1
0
0
0.14
0.07
0
255
19
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
sunrpc
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
249
5
1
1
0
0
0.02
0.06
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
256
5,442
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
5
0.2
0.2
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
whois
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
263
3
0
0
1
1
0.01
0.06
0
255
3
0.01
0.07
0
0
0
0
1
1
anomaly
0
tcp
login
RSTO
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
107
2
0
0
1
1
0.02
0.07
0
255
2
0.01
0.06
0
0
0
0
1
1
anomaly
0
tcp
http
SF
211
305
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
14
14
0
0
0
0
1
0
0
47
255
1
0
0.02
0.03
0
0
0
0
normal
0
tcp
http
SF
244
14,262
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
30
255
1
0
0.03
0.07
0
0
0
0
normal
0
udp
domain_u
SF
45
111
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
301
301
0
0
0
0
1
0
0
255
251
0.98
0.01
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
3
255
1
0
0.33
0.15
0
0
1
0.66
normal
0
tcp
smtp
SF
1,437
541
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
255
81
0.32
0.31
0
0
0.31
0
0
0
normal
0
udp
private
SF
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
21
7
0
0
0
0
0.33
0.24
0
255
27
0.11
0.67
0.43
0
0
0
0.57
0
anomaly
0
udp
other
SF
516
4
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
119
119
0
0
0
0
1
0
0
119
119
1
0
1
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
143
13
0
0
1
1
0.09
0.06
0
255
13
0.05
0.06
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
294
9
1
1
0
0
0.03
0.05
0
255
4
0.02
0.09
0
0
1
1
0
0
anomaly