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
http
SF
176
426
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
255
1
0
0
0
0
0
0
0
normal
0
tcp
klogin
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
143
14
1
1
0
0
0.1
0.06
0
255
14
0.05
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
227
762
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
202
255
1
0
0
0.02
0
0
0
0
normal
0
tcp
smtp
SF
855
575
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
20
0.08
0.02
0
0
0
0
0
0
normal
0
tcp
smtp
SF
944
330
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
214
166
0.63
0.02
0
0.01
0
0
0
0
normal
0
tcp
smtp
SF
954
326
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
1
0
0
0
0
0.5
1
0
28
104
0.71
0.11
0.04
0.02
0
0
0
0
normal
0
tcp
uucp_path
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
201
18
1
1
0
0
0.09
0.06
0
255
18
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
166
34,660
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
16
255
1
0
0.06
0.06
0
0
0
0
normal
0
tcp
http
SF
306
2,698
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
4
5
0
0
0
0.2
1
0
0.4
255
240
0.94
0.01
0
0
0
0
0.01
0
normal
0
tcp
netbios_ns
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
124
19
1
1
0
0
0.15
0.05
0
255
19
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
private
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
162
1
0.05
0
0.94
1
0.01
1
0
255
1
0
0.8
0
0
0.03
0
0.61
1
anomaly
0
icmp
ecr_i
SF
1,480
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
4
0
0
0
0
1
0
0.5
2
38
1
0
1
0.5
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
277
17
1
1
0
0
0.06
0.05
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
313
8,549
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
link
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
274
22
1
1
0
0
0.08
0.05
0
255
22
0.09
0.05
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
141
12
1
1
0
0
0.09
0.06
0
255
16
0.06
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
285
6,008
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
128
255
1
0
0.01
0.01
0
0
0.01
0
normal
0
tcp
http
SF
226
1,411
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
23
0
0
0
0
1
0
0.13
37
255
1
0
0.03
0.02
0
0
0
0
normal
0
tcp
http
SF
256
12,984
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
34
255
1
0
0.03
0.04
0
0
0
0
normal
1
tcp
smtp
SF
3,740
449
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
193
185
0.68
0.02
0.01
0.01
0
0
0
0
normal
0
tcp
http
SF
224
449
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
10
11
0.1
0.09
0
0
1
0
0.18
39
255
1
0
0.03
0.04
0.03
0
0
0
normal
0
tcp
login
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
103
3
1
1
0
0
0.03
0.07
0
255
3
0.01
0.07
0
0
1
1
0
0
anomaly
4
tcp
ftp_data
SF
832
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
3
28
1
0
1
0.18
0
0
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
246
20
1
1
0
0
0.08
0.06
0
255
20
0.08
0.07
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
50
0
0
0
0
1
0
1
1
25
1
0
1
0.56
0
0
0
0
anomaly
0
tcp
http
SF
201
169
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
29
255
1
0
0.03
0.04
0.03
0
0
0
normal
0
tcp
http
SF
285
304
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
32
34
0
0
0
0
1
0
0.09
101
255
1
0
0.01
0.03
0
0
0
0
normal
0
tcp
kshell
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
125
24
1
1
0
0
0.19
0.05
0
255
24
0.09
0.05
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
7,422
0
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
255
44
0.17
0.02
0.17
0
0
0
0.72
0
normal
0
tcp
http
SF
198
12,884
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
20
tcp
smtp
SF
2,310
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
255
157
0.62
0.02
0
0
0
0
0
0
normal
0
tcp
http
SF
331
955
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
38
255
1
0
0.03
0.01
0
0
0
0
normal
0
icmp
urp_i
SF
65
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
2
0
0
0
0
0.22
0.22
0
255
16
0.06
0.01
0.06
0
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
4
4
0
0
0
0
1
0
0
255
71
0.28
0.01
0.28
0
0
0
0
0
anomaly
0
udp
domain_u
SF
45
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
171
173
0
0
0
0
1
0
0.01
255
232
0.91
0.01
0
0
0
0
0
0
normal
0
tcp
ftp
RSTO
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
250
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
auth
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
238
7
1
1
0
0
0.03
0.07
0
255
7
0.03
0.07
0
0
1
1
0
0
anomaly
0
tcp
kshell
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
102
2
1
1
0
0
0.02
0.07
0
255
2
0.01
0.06
0
0
1
1
0
0
anomaly
0
tcp
finger
SF
9
142
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
235
12
0.05
0.03
0
0
0
0
0
0
normal
0
tcp
http
SF
283
912
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
75
255
1
0
0.01
0.03
0
0
0
0
normal
0
tcp
http
SF
221
1,789
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
10
0.5
0.1
0
0.1
1
0
0.4
73
255
1
0
0.01
0.02
0.01
0
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
1
123
1
0
1
1
0
0
0
0
anomaly
0
tcp
vmnet
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
281
2
1
1
0
0
0.01
0.06
0
255
3
0.01
0.07
0
0
1
1
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
30
2
1
1
0
0
0.07
0.13
0
255
52
0.2
0.03
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
276
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
http
SF
302
1,380
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
212
187
0.88
0.02
0
0
0
0.01
0
0.01
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
163
9
1
1
0
0
0.06
0.09
0
255
9
0.04
0.1
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
21
0
0
0
0
1
0
1
2
60
1
0
1
0.5
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
301
20
1
1
0
0
0.07
0.06
0
255
19
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
SF
355
870
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
28
28
0
0
0
0
1
0
0
255
255
1
0
0
0
0
0
0
0
normal
0
icmp
eco_i
SF
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
23
0
0
0
0
1
0
1
1
63
1
0
1
0.51
0
0
0
0
anomaly
18
tcp
telnet
SF
106
1,468
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
117
1
0.01
0.04
0.01
0
0
0
0
0
normal
0
tcp
http
SF
286
1,423
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
64
255
1
0
0.02
0.05
0
0
0
0
normal
9,235
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
0
tcp
sql_net
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
icmp
ecr_i
SF
1,032
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46
46
0
0
0
0
1
0
0
255
46
0.18
0.02
0.18
0
0
0
0
0
anomaly
0
tcp
http
SF
168
9,551
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
230
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
http
SF
238
864
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
39
39
0
0
0
0
1
0
0
137
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
private
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
0.38
0.36
0
0
0
0.37
1
anomaly
0
tcp
http
SF
291
10,369
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
13
255
1
0
0.08
0.05
0
0
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
211
22
1
1
0
0
0.1
0.05
0
255
22
0.09
0.05
0
0
1
1
0
0
anomaly
0
tcp
smtp
SF
749
330
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
27
129
0.74
0.11
0.04
0.02
0
0
0
0
normal
0
tcp
http
SF
198
6,924
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
230
255
1
0
0
0.01
0
0
0.01
0.01
normal
0
tcp
mtp
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
280
11
0
0
1
1
0.04
0.06
0
255
11
0.04
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
167
709
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
4
0
0
0
0.25
1
0
0.75
5
255
1
0
0.2
0.02
0
0
0
0
normal
0
tcp
http
SF
241
851
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
35
0
0
0
0
1
0
0.06
127
255
1
0
0.01
0.03
0
0
0
0
normal
0
tcp
http
SF
337
3,360
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
255
1
0
0
0
0
0
0
0
normal
0
tcp
smtp
SF
729
328
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
106
156
0.41
0.04
0.01
0.01
0
0.01
0
0
normal
0
icmp
eco_i
SF
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
44
0
0
0
0
1
0
1
1
111
1
0
1
0.51
0
0
0
0
anomaly
0
tcp
csnet_ns
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
201
1
1
1
0
0
0
0.06
0
255
4
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
222
1,483
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
0.01
0
0
0
0
0
normal
0
tcp
auth
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
276
14
0
0
1
1
0.05
0.06
0
255
14
0.05
0.07
0
0
0
0
1
1
anomaly
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
7
255
1
0
0.14
0.24
0
0
1
0.91
normal
0
udp
domain_u
SF
46
134
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
145
225
0
0
0
0
1
0
0.01
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
246
2,719
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
1
255
1
0
1
0.07
0
0
0
0
normal
0
tcp
http
SF
222
771
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
45
255
1
0
0.02
0.02
0
0
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
258
10
1
1
0
0
0.04
0.05
0
255
10
0.04
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
256
12
1
1
0
0
0.05
0.06
0
255
10
0.04
0.07
0
0
1
1
0
0
anomaly
409
tcp
telnet
SF
279
9,598
0
0
0
0
0
1
2
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
251
113
0.45
0.01
0
0
0.8
0.88
0
0
normal
0
tcp
http
SF
226
651
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
255
255
1
0
0.01
0
0
0
0
0
normal
0
tcp
http
SF
299
447
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
26
44
0
0
0
0
1
0
0.07
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
14
6
1
1
0
0
0.43
0.29
0
94
26
0.28
0.04
0.01
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
2
2
0
0
0
0
1
0
0
11
88
0.36
0.27
0.36
0.02
0
0.01
0
0
normal
0
tcp
http
SF
281
1,951
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
30
31
0
0
0
0
1
0
0.06
77
255
1
0
0.01
0.03
0
0.01
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
138
25
1
1
0
0
0.18
0.05
0
255
25
0.1
0.05
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
6
0
0
0
0
1
0
0.5
255
245
0.96
0.01
0.01
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
300
7
1
1
0
0
0.02
0.06
0
255
7
0.03
0.07
0
0
1
1
0
0
anomaly
0
tcp
time
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
199
9
1
1
0
0
0.05
0.07
0
255
9
0.04
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
263
453
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
255
255
1
0
0
0
0
0
0
0
normal
36,613
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
0.5
1
0
0
0
1
1
anomaly
0
tcp
ftp
RSTO
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
212
43
0.2
0.02
0
0
0
0
0.06
0.12
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
144
15
1
1
0
0
0.1
0.06
0
255
30
0.12
0.06
0
0
1
1
0
0
anomaly
0
tcp
sql_net
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
104
4
1
1
0
0
0.04
0.07
0
255
18
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
283
1,980
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
18
18
0
0
0
0
1
0
0
18
255
1
0
0.06
0.03
0
0
0
0
normal
0
tcp
http
SF
161
5,530
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
255
1
0
0.5
0.05
0
0
0
0
normal
0
tcp
http
SF
211
321
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
7
11
0
0
0
0
1
0
0.27
211
255
1
0
0
0.01
0
0
0
0
normal
0
tcp
http
SF
201
1,701
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
32
255
1
0
0.03
0.04
0
0
0
0
normal
0
icmp
eco_i
SF
8
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
25
0
0
0
0
1
0
1
4
112
1
0
1
0.25
0
0
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
0.67
0.95
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
74
16
1
1
0
0
0.22
0.05
0
255
5
0.02
0.06
0
0
1
1
0
0
anomaly