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
whois
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
217
1
0
0
1
1
0
0.07
0
255
1
0
0.07
0
0
0
0
1
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
242
148
0.61
0.03
0.61
0
0.01
0
0.26
0
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
247
0.97
0.01
0
0
0
0
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
147
11
1
1
0
0
0.07
0.05
0
255
11
0.04
0.05
0
0
1
1
0
0
anomaly
0
tcp
other
SF
59
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
12
1
0.08
0
0
0
0.08
0.83
0
106
1
0.01
0.12
0.45
0
0.01
0
0.01
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
35
7
0.97
1
0.03
0
0.2
0.14
0
255
28
0.11
0.05
0
0
1
1
0
0
anomaly
0
tcp
uucp_path
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
236
15
0
0
1
1
0.06
0.07
0
255
15
0.06
0.07
0
0
0
0
1
1
anomaly
1
tcp
smtp
SF
1,180
335
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
4
0
0
0
0
1
0
1
100
161
0.78
0.05
0.01
0.01
0
0
0
0
normal
0
tcp
Z39_50
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
126
19
1
1
0
0
0.15
0.06
0
255
19
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
219
15
1
1
0
0
0.07
0.07
0
255
15
0.06
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
116
4
1
1
0
0
0.03
0.06
0
255
7
0.03
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
7
7
0
0
0.71
0.71
1
0
0
42
247
1
0
0.02
0.19
0
0
0.95
0.99
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
116
4
1
1
0
0
0.03
0.08
0
255
4
0.02
0.09
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
206
1
0.01
0
0.96
1
0
1
0
255
1
0
0.83
0
0
0.01
0
0.78
1
anomaly
0
tcp
http
SF
329
4,511
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
100
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
http
SF
190
682
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
71
71
1
0
0.01
0
0.01
0.01
0
0
normal
0
tcp
courier
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
0.06
0
255
6
0.02
0.08
0
0
1
1
0
0
anomaly
0
tcp
http
SF
221
810
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
27
27
0
0
0
0
1
0
0
27
255
1
0
0.04
0.07
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
235
4
0
0
1
1
0.02
0.06
0
255
4
0.02
0.08
0
0
0
0
1
1
anomaly
0
tcp
ctf
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42
9
1
1
0
0
0.21
0.12
0
255
9
0.04
0.08
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
33
6
1
1
0
0
0.18
0.12
0
255
6
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
netbios_dgm
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
245
17
0
0
1
1
0.07
0.07
0
255
17
0.07
0.07
0
0
0
0
1
1
anomaly
0
tcp
csnet_ns
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
259
10
0
0
1
1
0.04
0.07
0
255
10
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
147
5
1
1
0
0
0.03
0.06
0
255
4
0.02
0.06
0
0
1
1
0
0
anomaly
0
tcp
smtp
SF
880
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
54
165
0.61
0.11
0.02
0.01
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
1
1
0
0
1
1
1
0
0
64
2
0.02
1
0.02
1
0
0
0.97
1
anomaly
0
tcp
smtp
SF
1,353
330
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
255
149
0.58
0.03
0
0
0.01
0.02
0
0.01
normal
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
43
73
0.07
0.09
0.07
0.03
0
0
0.02
0
normal
9
tcp
telnet
SF
106
1,423
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
137
3
0.01
0.04
0.01
0.67
0
0
0
0
normal
0
tcp
ftp_data
SF
567
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
48
0.19
0.03
0.19
0
0
0
0
0
normal
1
tcp
smtp
SF
925
360
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
201
0.79
0.02
0
0
0
0
0
0
normal
0
tcp
efs
REJ
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
0.06
0
0
0
0
1
1
anomaly
0
tcp
http
SF
252
913
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
123
255
1
0
0.01
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
183
18
1
1
0
0
0.1
0.06
0
255
9
0.04
0.09
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
30
0
0
0
0
1
0
1
2
82
1
0
1
0.5
0
0
0
0
anomaly
0
udp
domain_u
SF
46
136
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
79
158
0
0
0
0
1
0
0.01
255
255
1
0
0
0
0
0
0
0
normal
5,658
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
0.73
1
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
289
22
1
1
0
0
0.08
0.05
0
255
22
0.09
0.05
0
0
1
1
0
0
anomaly
1
tcp
smtp
SF
1,008
335
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
149
194
0.64
0.04
0.01
0.01
0
0
0.01
0
normal
0
udp
domain_u
SF
45
78
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
292
292
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
84
3
1
1
0
0
0.04
0.07
0
255
15
0.06
0.08
0
0
1
1
0
0
anomaly
0
tcp
ftp
SF
1,197
2,447
0
0
0
28
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
1
0
0
255
68
0.27
0.02
0
0
0
0
0
0
anomaly
0
tcp
http
SF
308
3,222
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
246
0.96
0.02
0
0
0
0
0
0
normal
0
tcp
ftp_data
SF
12,241
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
255
56
0.22
0.05
0.22
0
0.36
0
0.02
0
normal
0
tcp
private
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
0.05
0
255
20
0.08
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
288
555
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
7
21
0
0
0
0
1
0
0.19
42
231
1
0
0.02
0.04
0
0
0
0
normal
0
tcp
nnsp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
121
18
1
1
0
0
0.15
0.06
0
255
18
0.07
0.05
0
0
1
1
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
180
180
0
0
0
0
1
0
0
255
255
1
0
1
0
0
0
0
0
anomaly
0
udp
domain_u
SF
46
157
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
65
145
0
0
0
0
1
0
0.01
255
254
1
0.01
0
0
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
5
1
0
0
0
0
0.2
0.6
0
255
171
0.67
0.01
0
0
0
0
0
0
normal
0
tcp
telnet
RSTO
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
245
19
0
0
1
1
0.08
0.07
0
255
19
0.07
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
326
1,471
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
255
255
1
0
0
0
0
0
0
0
normal
0
tcp
http
SF
194
3,182
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
38
255
1
0
0.03
0.03
0
0
0
0
normal
0
tcp
http
SF
389
10,326
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
0
0
0
normal
0
tcp
http
SF
292
846
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
17
18
0
0
0
0
1
0
0.11
255
255
1
0
0
0
0
0
0
0
normal
3
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
157
109
0.69
0.02
0.01
0
0
0
0.69
1
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
137
8
1
1
0
0
0.06
0.06
0
255
13
0.05
0.08
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
1,556
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
198
43
0.22
0.02
0.22
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
171
16
1
1
0
0
0.09
0.06
0
255
5
0.02
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
1
1
0
0
1
1
1
0
0
39
2
0.03
1
0.03
1
0
0
0.9
1
anomaly
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
159
2
1
1
0
0
0.01
0.07
0
255
19
0.07
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
2
0
0
1
1
1
0
1
9
255
1
0
0.11
0.09
0
0
1
0.89
normal
0
udp
domain_u
SF
43
109
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
42
192
0
0
0
0
1
0
0.02
182
196
0.78
0.02
0.69
0.01
0
0
0.08
0
normal
0
tcp
http
SF
310
813
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
77
255
1
0
0.01
0.01
0
0
0
0
normal
0
tcp
finger
SF
8
141
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
108
6
0.06
0.05
0.01
0
0.02
0.17
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
510
510
0
0
0
0
1
0
0
255
219
0.86
0.09
0.86
0
0
0
0
0
anomaly
0
tcp
smtp
SF
820
323
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
58
247
0.98
0.03
0.02
0.02
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
2
0
0
0
0
1
0
0
108
42
0.16
0.67
0.15
0.05
0
0
0.59
0.02
normal
0
tcp
http
SF
236
2,625
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
9
10
0
0
0
0
1
0
0.2
40
255
1
0
0.03
0.04
0
0
0
0
normal
0
tcp
ftp_data
SF
71
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
255
1
0
1
0
0
0.99
0
0
0
normal
0
tcp
smtp
SF
2,444
329
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
157
0.62
0.02
0
0
0
0
0
0
normal
0
tcp
http
SF
301
2,698
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
6
6
0
0
0
0
1
0
0
255
254
1
0.01
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
262
19
0
0
1
1
0.07
0.06
0
255
19
0.07
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
121
1
1
1
0
0
0.01
0.07
0
255
1
0
0.09
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
1,199
0
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
98
0.38
0.03
0.38
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
1
1
0
0
1
1
1
0
0
39
1
0.03
1
0.03
0
0
0
0.9
1
anomaly
0
tcp
http
SF
241
688
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
15
16
0
0
0
0
1
0
0.12
102
255
1
0
0.01
0.02
0
0
0
0.04
normal
0
tcp
finger
S1
9
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
4
7
0.5
0.5
0.25
0.43
1
0.29
0
0
normal
0
tcp
discard
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
242
5
1
1
0
0
0.02
0.07
0
255
5
0.02
0.08
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
46
135
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
77
157
0
0
0
0
1
0
0.01
255
254
1
0.01
0
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
273
24
1
1
0
0
0.09
0.05
0
255
24
0.09
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
1
0
0
1
1
1
0
0
6
229
1
0
0.17
0.07
0
0
1
0.6
normal
0
tcp
time
S2
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
2
2
1
1
0
0
1
0
0
22
22
1
0
0.09
0
0.09
0.09
0.05
0.05
normal
0
tcp
smtp
SF
6,237
398
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
77
156
0.68
0.05
0.01
0.01
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
203
1
1
1
0
0
0
0.06
0
255
2
0.01
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
171
18
1
1
0
0
0.11
0.06
0
255
17
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
95
4
1
1
0
0
0.04
0.06
0
255
20
0.08
0.06
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
18
9
1
1
0
0
0.5
0.11
0
178
52
0.28
0.02
0.01
0.04
1
0.94
0
0
anomaly
113
tcp
telnet
SF
6,274
16,771
0
0
0
5
0
1
2
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
1
1
1
0
1
0
0
0
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
23
3
1
1
0
0
0.13
0.09
0
23
30
0.13
0.09
0.04
0.07
1
0.1
0
0
anomaly
0
icmp
eco_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
10
91
1
0
1
0.46
0
0
0
0
normal
0
tcp
pop_3
SF
38
130
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
104
6
0.04
0.06
0.01
0.33
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
104
16
0
0
1
1
0.15
0.07
0
255
3
0.01
0.07
0
0
0
0
1
1
anomaly
0
icmp
urp_i
SF
181
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
20
0.08
0.01
0.09
0
0
0
0
0
normal
0
udp
domain_u
SF
17
17
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
15
16
0
0
0
0
1
0
0.12
255
237
0.93
0.01
0
0
0
0
0
0
normal
0
tcp
http
SF
305
7,066
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
19
19
0
0
0
0
1
0
0
19
255
1
0
0.05
0.04
0
0.01
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
59
2
1
1
0
0
0.03
0.08
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
ftp_data
SF
884
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
15
6
0.4
0.2
0.4
0
0
0
0
0
normal
0
tcp
http
SF
259
870
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
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
9
0
0
0
0
1
0
1
4
208
1
0
1
0.25
0
0
0
0
anomaly