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
sunrpc
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
161
2
1
1
0
0
0.01
0.07
0
255
2
0.01
0.08
0
0
1
1
0
0
anomaly
0
tcp
domain
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
281
11
1
1
0
0
0.04
0.06
0
255
4
0.02
0.08
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
171
0.67
0.16
0.67
0
0
0
0
0
anomaly
0
tcp
auth
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
168
8
0.05
0.04
0.01
0
0.01
0
0.08
1
normal
6
tcp
telnet
SF
103
1,021
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
123
4
0.01
0.04
0.01
0.5
0
0
0
0
normal
0
tcp
smtp
SF
1,052
284
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
127
174
0.66
0.04
0.01
0.01
0
0
0
0
normal
0
tcp
http
SF
188
655
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
93
255
1
0
0.01
0.02
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
218
20
1
1
0
0
0.09
0.07
0
255
20
0.08
0.07
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
383
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
142
121
0.3
0.04
0.3
0.02
0
0
0.01
0
normal
0
tcp
http
SF
323
4,396
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
30
255
1
0
0.03
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
278
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
SF
228
349
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
0
0
0
0
0
normal
0
tcp
http
SF
225
3,649
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
247
255
1
0
0
0.01
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
226
8
1
1
0
0
0.04
0.06
0
255
8
0.03
0.08
0
0
1
1
0
0
anomaly
0
tcp
discard
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
247
15
1
1
0
0
0.06
0.06
0
255
7
0.03
0.08
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
207
1
0.09
0
0.9
1
0
1
0
255
1
0
0.91
0
0
0.07
0
0.74
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
14
213
1
0
0.07
0.21
0
0
1
0.98
normal
0
udp
domain_u
SF
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
9
14
0
0
0
0
1
0
0.14
241
235
0.98
0.01
0.01
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
3
3
1
1
0
0
1
0
0
3
3
1
0
0.33
0
1
1
0
0
anomaly
0
tcp
uucp
RSTO
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150
20
0
0
1
1
0.13
0.06
0
255
20
0.08
0.07
0
0
0
0
1
1
anomaly
0
tcp
finger
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
139
17
1
1
0
0
0.12
0.05
0
255
6
0.02
0.06
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
44
118
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
192
194
0
0
0
0
0.99
0.01
0.01
255
255
1
0
0
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
454
454
0
0
0
0
1
0
0
255
255
1
0
1
0
0
0
0
0
anomaly
0
tcp
other
S1
8,325
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
1
1
0
0
1
0
0
229
1
0
0.12
0.42
0
0.01
1
0
0
normal
1
tcp
smtp
SF
978
339
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
8
166
0.62
0.38
0.12
0.01
0
0
0
0
normal
0
udp
domain_u
SF
39
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
13
0
0
0
0
0.5
1
0.15
255
235
0.92
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
141
16
1
1
0
0
0.11
0.04
0
255
16
0.06
0.04
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
29
1
0
0
1
1
0.03
0.59
0
255
1
0
0.07
0.11
0
0
0
0.85
1
anomaly
0
tcp
http
SF
307
2,360
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
40
0
0
0
0
1
0
0.05
2
143
1
0
0.5
0.2
0
0
0
0.65
normal
0
tcp
http
SF
239
7,629
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
253
1
0
1
0.19
0
0
0
0.99
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
42
0
0
0
0
1
0
1
1
27
1
0
1
0.52
0
0
0
0
anomaly
1
tcp
smtp
SF
988
333
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
125
140
0.4
0.06
0.01
0.01
0.02
0.02
0
0
normal
12
tcp
ftp_data
SF
7,045
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
255
62
0.24
0.13
0.34
0
0.02
0.02
0
0
anomaly
0
tcp
http
SF
150
6,818
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
13
255
1
0
0.08
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
50
0
0
0
0
1
0
1
2
162
1
0
1
0.5
0
0
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
148
24
1
1
0
0
0.16
0.05
0
255
24
0.09
0.04
0
0
1
1
0
0
anomaly
0
tcp
http
SF
180
20,504
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
255
1
0
0
0
0
0
0
0
normal
0
udp
domain_u
SF
42
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
6
0
0
0
0
1
0
0
255
233
0.91
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
321
1,268
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
0.04
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
63
10
1
1
0
0
0.16
0.06
0
255
62
0.24
0.02
0.02
0
1
1
0
0
anomaly
0
tcp
uucp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
128
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
ctf
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
108
6
1
1
0
0
0.06
0.07
0
78
6
0.08
0.1
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
102
15
1
1
0
0
0.15
0.06
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly
31,729
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
0.82
1
0
0
0
1
1
anomaly
0
udp
private
SF
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
1
0
0
0
0
0.05
0.25
0
255
1
0
0.24
1
0
0
0
0
0
anomaly
642
tcp
ftp
SF
1,150
3,380
0
0
0
24
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
1
0
0
214
57
0.27
0.33
0
0
0
0
0.3
0.02
normal
0
tcp
smtp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
2
0.25
0.5
0
0
0.5
0.5
0
49
131
0.29
0.08
0.04
0.02
0.02
0.02
0
0
normal
0
tcp
nntp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
297
8
1
1
0
0
0.03
0.05
0
255
3
0.01
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
178
14
1
1
0
0
0.08
0.06
0
255
14
0.05
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
332
405
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
0.02
0.02
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
2
4
0
0
0
0.5
1
0
0.75
255
255
1
0
0
0
0
0
0.02
0.02
anomaly
0
tcp
other
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
509
1
0.2
0
0.79
1
0
1
0
255
1
0
1
0
0
0.16
0
0.84
1
anomaly
0
tcp
http
SF
292
1,108
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
30
30
0
0
0
0
1
0
0
182
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
202
8
1
1
0
0
0.04
0.07
0
255
8
0.03
0.08
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
1
0
0
1
1
1
0
0
69
69
1
0
0.01
0
0.01
0.01
0.57
0.57
normal
0
tcp
http
SF
315
1,660
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
362
tcp
telnet
SF
292
1,970
0
0
0
0
0
1
7
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
20
9
0.45
0.2
0.05
0
0.05
0.11
0
0
normal
4
udp
domain_u
SF
57
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
5
0
0
0
0
1
0
0.4
168
157
0.93
0.02
0.07
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
15
15
1
1
0
0
1
0
0
97
57
0.59
0.02
0.01
0
0.98
0.96
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
142
12
0
0
1
1
0.08
0.06
0
67
12
0.18
0.09
0.01
0
0
0
1
1
anomaly
0
tcp
http
SF
228
8,550
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
3
255
1
0
0.33
0.05
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
4
2
1
1
0
0
0.5
0.75
0
255
42
0.16
0.05
0
0
1
1
0
0
anomaly
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
113
1
0.01
0.58
0.58
0
0.05
0
0.56
1
anomaly
0
icmp
urp_i
SF
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
11
2
0
0
0
0
0.18
0.18
0
255
2
0.01
0.01
0.01
0
0
0
0
0
normal
0
tcp
smtp
SF
1,170
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
25
21
0.84
0.16
0.04
0
0
0
0
0
normal
0
tcp
http
SF
293
2,486
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
26
26
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
257
3
1
1
0
0
0.01
0.07
0
255
3
0.01
0.08
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
44
84
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
293
293
0
0
0
0
1
0
0
255
254
1
0.01
0
0
0
0
0
0
normal
0
tcp
netbios_ssn
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
190
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
221
5
1
1
0
0
0.02
0.06
0
255
2
0.01
0.08
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
45
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
110
110
0
0
0
0
0.99
0.02
0.02
255
253
0.99
0.01
0
0
0
0
0
0
normal
1
tcp
smtp
SF
2,844
367
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
169
0.66
0.01
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
262
17
1
1
0
0
0.06
0.05
0
255
17
0.07
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
SF
355
2,761
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
236
255
1
0
0
0.02
0.01
0.01
0.07
0.07
normal
0
udp
domain_u
SF
44
127
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
150
150
0
0
0
0
1
0
0
255
254
1
0.01
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
3
0
0
0
0
1
0
1
1
49
1
0
1
0.51
0
0
0
0
anomaly
0
tcp
http
SF
241
33,054
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
255
255
1
0
0
0
0
0
0
0
normal
0
udp
private
SF
100
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
79
9
0.11
0.03
0.11
0
0
0
0
0
anomaly
0
tcp
http
SF
340
283
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
244
0.96
0.01
0
0
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
260
15
0
0
1
1
0.06
0.06
0
255
15
0.06
0.06
0
0
0
0
1
1
anomaly
0
tcp
bgp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
268
12
1
1
0
0
0.04
0.06
0
255
12
0.05
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
161
19
1
1
0
0
0.12
0.06
0
255
18
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
other
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
352
1
0.09
0
0.91
1
0
1
0
255
1
0
1
0
0
0.09
0
0.9
1
anomaly
0
tcp
uucp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
138
14
1
1
0
0
0.1
0.06
0
255
20
0.08
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
229
14,560
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
126
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
time
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
290
5
1
1
0
0
0.02
0.06
0
255
5
0.02
0.06
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
94
94
0
0
0
0
1
0
0
255
94
0.37
0.04
0.37
0
0.02
0
0
0
anomaly
0
udp
domain_u
SF
44
76
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
209
209
0
0
0
0
1
0
0
255
254
1
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
17
1
1
0
0
0.13
0.06
0
255
26
0.1
0.06
0
0
1
1
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
101
1
1
1
0
0
0.01
0.07
0
255
1
0
0.07
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
1
0
0
1
1
1
0
0
1
120
1
0
1
0.22
0
0
1
1
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
2
0
0
0
0
1
0
0
207
207
1
0
1
0
0
0
0
0
normal
0
udp
domain_u
SF
44
128
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
39
120
0
0
0
0
1
0
0.02
255
210
0.82
0.02
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
220
2
1
1
0
0
0.01
0.06
0
255
2
0.01
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
302
2,748
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
21
38
0
0
0
0
1
0
0.05
227
255
1
0
0
0.01
0
0
0
0
normal
0
tcp
other
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
479
1
0.08
1
0.89
0
0
0.95
0
255
1
0
0.92
0
0
0.1
1
0.9
0
anomaly
0
udp
domain_u
SF
45
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
56
56
0
0
0
0
1
0
0
212
172
0.81
0.01
0
0
0
0
0
0
normal
2
tcp
smtp
SF
1,339
334
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
155
183
0.65
0.08
0.01
0.01
0.01
0
0.03
0.04
normal
0
tcp
whois
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
160
1
0.69
1
0.31
0
0.01
0.39
0
255
1
0
0.24
0.63
0
0.44
1
0.19
0
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
263
3
1
1
0
0
0.01
0.06
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly