Datasets:
skadewdl3
/
nsl-kdd

Dataset card Data Studio Files
xet
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
ftp_data
SF
491
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
150
25
0.17
0.03
0.17
0
0
0
0.05
0
normal
0
udp
other
SF
146
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
13
1
0
0
0
0
0.08
0.15
0
255
1
0
0.6
0.88
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
123
6
1
1
0
0
0.05
0.07
0
255
26
0.1
0.05
0
0
1
1
0
0
anomaly
0
tcp
http
SF
232
8,153
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
30
255
1
0
0.03
0.04
0.03
0.01
0
0.01
normal
0
tcp
http
SF
199
420
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
30
32
0
0
0
0
1
0
0.09
255
255
1
0
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
121
19
0
0
1
1
0.16
0.06
0
255
19
0.07
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
166
9
1
1
0
0
0.05
0.06
0
255
9
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
117
16
1
1
0
0
0.14
0.06
0
255
15
0.06
0.07
0
0
1
1
0
0
anomaly
0
tcp
remote_job
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
270
23
1
1
0
0
0.09
0.05
0
255
23
0.09
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
133
8
1
1
0
0
0.06
0.06
0
255
13
0.05
0.06
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
205
12
0
0
1
1
0.06
0.06
0
255
12
0.05
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
199
3
1
1
0
0
0.02
0.06
0
255
13
0.05
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
287
2,251
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
7
0
0
0
0
1
0
0.43
8
219
1
0
0.12
0.03
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
2
20
1
0
1
0.2
0
0
0
0
anomaly
0
tcp
name
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
233
1
1
1
0
0
0
0.06
0
255
1
0
0.07
0
0
1
1
0
0
anomaly
0
tcp
netbios_ns
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
96
16
1
1
0
0
0.17
0.05
0
255
2
0.01
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
300
13,788
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
9
0
0.11
0
0
1
0
0.22
91
255
1
0
0.01
0.02
0
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
16
1
0
1
1
0
0
0
0
anomaly
0
tcp
http
SF
233
616
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
66
255
1
0
0.02
0.03
0
0
0.02
0
normal
0
tcp
http
SF
343
1,178
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
157
255
1
0
0.01
0.04
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
223
23
1
1
0
0
0.1
0.05
0
255
23
0.09
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
280
17
1
1
0
0
0.06
0.05
0
238
17
0.07
0.06
0
0
0.99
1
0
0
anomaly
0
tcp
http
SF
253
11,905
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
8
10
0
0
0
0
1
0
0.2
87
255
1
0
0.01
0.02
0
0
0
0
normal
5,607
udp
other
SF
147
105
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
0.85
1
0
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
248
2
1
1
0
0
0.01
0.06
0
255
2
0.01
0.06
0
0
1
1
0
0
anomaly
507
tcp
telnet
SF
437
14,421
0
0
0
0
0
1
3
0
0
0
0
0
1
0
0
0
1
1
0
0
0
0
1
0
0
255
25
0.1
0.05
0
0
0.53
0
0.02
0.16
normal
0
tcp
private
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
279
7
1
1
0
0
0.03
0.06
0
255
13
0.05
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
227
6,588
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
5
22
0
0
0
0
1
0
0.18
43
255
1
0
0.02
0.14
0
0
0.56
0.57
normal
0
tcp
http
SF
215
10,499
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
tcp
http
SF
241
1,400
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
33
33
0
0
0.03
0.03
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
12
0
0
0
0
1
0
1
1
53
1
0
1
0.51
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
57
16
1
1
0
0
0.28
0.07
0
255
59
0.23
0.04
0.01
0
1
1
0
0
anomaly
0
tcp
http
SF
303
555
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
9
255
1
0
0.11
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
2
1
0
0
1
1
0.5
1
0
255
1
0
0.31
0.28
0
0
0
0.29
1
anomaly
0
udp
domain_u
SF
45
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
181
181
0
0
0
0
1
0
0
255
250
0.98
0.01
0
0
0
0
0
0
normal
1
udp
private
SF
105
147
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
41
5
0.12
0.05
0.05
0
0
0
0
0
normal
0
udp
domain_u
SF
43
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
122
202
0
0
0
0
1
0
0.01
255
255
1
0
0.01
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
205
17
1
1
0
0
0.08
0.06
0
255
17
0.07
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
324
2,302
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
22
28
0
0
0
0
1
0
0.14
255
255
1
0
0
0
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
228
13
1
1
0
0
0.06
0.07
0
255
13
0.05
0.07
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
50
11
1
1
0
0
0.22
0.08
0
255
63
0.25
0.02
0.01
0
1
1
0
0
anomaly
0
tcp
Z39_50
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
262
12
1
1
0
0
0.05
0.06
0
255
9
0.04
0.07
0
0
1
1
0
0
anomaly
2
tcp
smtp
SF
1,591
372
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
181
147
0.81
0.02
0.01
0
0
0
0
0
normal
9,052
udp
other
SF
146
105
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
2
0
0
0
0
0.5
0.5
0
255
2
0.01
0.66
0.99
0
0
0
0
0
normal
0
tcp
http
SF
290
3,006
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
255
1
0
0
0
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
108
11
1
1
0
0
0.1
0.08
0
255
11
0.04
0.07
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
80
80
0
0
0
0
1
0
0
255
80
0.31
0.02
0.31
0
0
0
0
0
anomaly
0
tcp
http
SF
255
861
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
44
44
0.02
0.02
0
0
1
0
0
255
255
1
0
0
0
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
4
38
1
0
1
0.18
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
258
17
1
1
0
0
0.07
0.05
0
255
5
0.02
0.07
0
0
1
1
0
0
anomaly
0
tcp
http
SF
302
498
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
131
255
1
0
0.01
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
61
4
0
0
1
1
0.07
0.1
0
255
4
0.02
0.08
0
0
0
0
1
1
anomaly
0
udp
private
SF
28
0
0
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
2
0
0
0
0
1
0
0
255
2
0.01
0.02
0.01
0
0
0
0.77
0
anomaly
0
tcp
http
SF
220
1,398
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
26
42
0
0
0
0
1
0
0.05
26
255
1
0
0.04
0.03
0
0
0
0
normal
0
udp
domain_u
SF
43
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
120
120
0
0
0
0
1
0
0
255
245
0.96
0.01
0.01
0
0
0
0
0
normal
0
udp
domain_u
SF
44
133
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
73
75
0
0
0
0
1
0
0.03
122
212
0.88
0.02
0.88
0.01
0
0
0.08
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
15
0
0
0
0
1
0
1
2
46
1
0
1
0.26
0
0
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
135
9
1
1
0
0
0.07
0.06
0
255
11
0.04
0.07
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
24
12
1
1
0
0
0.5
0.08
0
255
59
0.23
0.04
0
0
1
1
0
0
anomaly
0
udp
domain_u
SF
43
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
148
228
0
0
0
0
1
0
0.01
255
255
1
0
0.01
0
0
0
0
0
normal
0
tcp
ftp_data
SF
641
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
175
48
0.25
0.02
0.25
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
206
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
private
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
175
1
0.1
0
0.89
1
0.01
1
0
255
1
0
0.84
0
0
0.07
0
0.62
1
anomaly
0
tcp
http
SF
310
2,794
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
private
REJ
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
63
10
0
0
1
1
0.16
0.08
0
255
10
0.04
0.07
0
0
0
0
1
1
anomaly
0
tcp
smtp
SF
696
333
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
109
133
0.39
0.04
0.01
0.02
0
0
0
0
normal
0
tcp
netbios_dgm
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
236
1
0
0.58
0.58
0
0
0
0.58
1
anomaly
0
tcp
http
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
52
19
1
1
0
0
0.37
0.08
0
255
67
0.26
0.02
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
125
7
0
0
1
1
0.06
0.06
0
255
6
0.02
0.07
0
0
0
0
1
1
anomaly
0
tcp
supdup
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
168
21
1
1
0
0
0.12
0.06
0
255
21
0.08
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
221
2,878
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
21
58
1
0
0.05
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
145
16
1
1
0
0
0.11
0.06
0
255
31
0.12
0.05
0
0
1
1
0
0
anomaly
0
icmp
urp_i
SF
181
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
255
93
0.36
0.01
0.46
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
9
14
0
0
0
0
1
0
0.21
84
83
0.99
0.02
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
138
6
1
1
0
0
0.04
0.06
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
44
47
0.55
0.07
0.55
0.04
0
0
0
0
normal
0
tcp
auth
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
276
9
1
1
0
0
0.03
0.06
0
255
9
0.04
0.06
0
0
1
1
0
0
anomaly
0
tcp
http
SF
210
2,790
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
10
27
0
0
0
0
1
0
0.11
48
255
1
0
0.02
0.09
0
0
0
0
normal
0
tcp
http
SF
321
5,683
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
168
255
1
0
0.01
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
248
8
0
0
1
1
0.03
0.06
0
255
8
0.03
0.07
0
0
0
0
1
1
anomaly
0
tcp
http
SF
329
3,982
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
2
31
0
0
0
0
1
0
0.1
24
255
1
0
0.04
0.05
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
135
7
0
0
1
1
0.05
0.07
0
255
7
0.03
0.07
0
0
0
0
1
1
anomaly
0
tcp
domain
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
220
19
1
1
0
0
0.09
0.05
0
255
2
0.01
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
44
0
0
0
0
1
0
1
1
95
1
0
1
0.51
0
0
0
0
anomaly
0
tcp
http
SF
320
379
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
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
212
7
1
1
0
0
0.03
0.05
0
72
7
0.1
0.11
0.01
0
0.97
1
0
0
anomaly
0
tcp
http
SF
225
3,762
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
tcp
ftp
S0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
250
13
1
1
0
0
0.05
0.06
0
255
1
0
0.07
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
132
15
0
0
1
1
0.11
0.05
0
255
15
0.06
0.06
0
0
0
0
1
1
anomaly
315
udp
other
SF
146
105
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
117
2
0.02
0.54
0.78
0
0
0
0
0
normal
0
tcp
http
SF
247
1,416
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
156
255
1
0
0.01
0.09
0
0
0.46
0.61
normal
0
tcp
http
SF
353
1,483
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
3
9
0
0
0
0
1
0
0.33
255
255
1
0
0
0
0
0
0
0
normal
0
udp
domain_u
SF
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
109
189
0
0
0
0
0.99
0.02
0.01
255
254
1
0.01
0.01
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
146
18
0
0
1
1
0.12
0.05
0
255
10
0.04
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
300
6
1
1
0
0
0.02
0.06
0
255
3
0.01
0.07
0
0
1
1
0
0
anomaly
2
tcp
smtp
SF
3,065
331
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
243
119
0.48
0.02
0
0.02
0.01
0.02
0
0
normal
0
udp
other
SF
102
102
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
7
1
0.14
0.29
0.14
0
0
0
0
0
normal
0
tcp
http
SF
259
750
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
4
255
1
0
0.25
0.03
0
0
0
0
normal
1,082
udp
other
SF
147
105
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
255
2
0.01
0.42
0.86
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
129
16
1
1
0
0
0.12
0.05
0
255
12
0.05
0.05
0
0
1
1
0
0
anomaly