srcip
stringclasses
43 values
sport
stringlengths
1
6
dstip
stringclasses
47 values
dsport
stringlengths
1
10
proto
stringclasses
135 values
state
stringclasses
16 values
dur
float64
0
8.79k
sbytes
int64
0
14.4M
dbytes
int64
0
14.7M
sttl
int64
0
255
dttl
int64
0
254
sloss
int64
0
5.32k
dloss
int64
0
5.51k
service
stringclasses
13 values
Sload
float64
0
5.6B
Dload
float64
0
129M
Spkts
int64
0
10.6k
Dpkts
int64
0
11k
swin
int64
0
255
dwin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
smeansz
int64
0
1.5k
dmeansz
int64
0
1.5k
trans_depth
int64
0
172
res_bdy_len
int64
0
5.24M
Sjit
float64
0
1.46M
Djit
float64
0
781k
Stime
int64
1.42B
1.42B
Ltime
int64
1.42B
1.42B
Sintpkt
float64
0
84.4k
Dintpkt
float64
0
59.5k
tcprtt
float64
0
10
synack
float64
0
4.53
ackdat
float64
0
5.51
is_sm_ips_ports
int64
0
1
ct_state_ttl
int64
0
6
ct_flw_http_mthd
float64
0
36
is_ftp_login
float64
0
4
ct_ftp_cmd
stringclasses
9 values
ct_srv_src
int64
1
63
ct_srv_dst
int64
1
63
ct_dst_ltm
int64
1
60
ct_src_ltm
int64
1
60
ct_src_dport_ltm
int64
1
60
ct_dst_sport_ltm
int64
1
60
ct_dst_src_ltm
int64
1
63
attack_cat
stringclasses
13 values
label
int64
0
1
59.166.0.0
1390
149.171.126.6
53
udp
CON
0.001055
132
164
31
29
0
0
dns
500,473.9375
621,800.9375
2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,414
1,421,927,414
0.017
0.013
0
0
0
0
0
0
0
0
3
7
1
3
1
1
1
null
0
59.166.0.0
33661
149.171.126.9
1024
udp
CON
0.036133
528
304
31
29
0
0
-
87,676.08594
50,480.17188
4
4
0
0
0
0
132
76
0
0
9.89101
10.682733
1,421,927,414
1,421,927,414
7.005
7.564333
0
0
0
0
0
0
0
0
2
4
2
3
1
1
2
null
0
59.166.0.6
1464
149.171.126.7
53
udp
CON
0.001119
146
178
31
29
0
0
dns
521,894.5313
636,282.375
2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,414
1,421,927,414
0.017
0.013
0
0
0
0
0
0
0
0
12
8
1
2
2
1
1
null
0
59.166.0.5
3593
149.171.126.5
53
udp
CON
0.001209
132
164
31
29
0
0
dns
436,724.5625
542,597.1875
2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,414
1,421,927,414
0.043
0.014
0
0
0
0
0
0
0
0
6
9
1
1
1
1
1
null
0
59.166.0.3
49664
149.171.126.0
53
udp
CON
0.001169
146
178
31
29
0
0
dns
499,572.25
609,067.5625
2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,414
1,421,927,414
0.005
0.003
0
0
0
0
0
0
0
0
7
9
1
1
1
1
1
null
0
59.166.0.0
32119
149.171.126.9
111
udp
CON
0.078339
568
312
31
29
0
0
-
43,503.23438
23,896.14258
4
4
0
0
0
0
142
78
0
0
29.682221
34.37034
1,421,927,414
1,421,927,414
21.003
24.315
0
0
0
0
0
0
0
0
2
4
2
3
1
1
2
null
0
59.166.0.6
2142
149.171.126.4
53
udp
CON
0.001134
132
164
31
29
0
0
dns
465,608.4688
578,483.25
2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,414
1,421,927,414
0.017
0.013
0
0
0
0
0
0
0
0
12
7
1
2
2
1
1
null
0
10.40.182.3
0
10.40.182.3
0
arp
INT
0
46
0
0
0
0
0
-
0
0
1
0
0
0
0
0
46
0
0
0
0
0
1,421,927,415
1,421,927,415
0
0
0
0
0
1
2
0
0
0
2
2
2
2
2
2
2
null
0
59.166.0.5
40726
149.171.126.6
53
udp
CON
0.001126
146
178
31
29
0
0
dns
518,650.0938
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2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,415
1,421,927,415
0.018
0.013
0
0
0
0
0
0
0
0
6
7
3
1
1
1
1
null
0
59.166.0.7
12660
149.171.126.4
53
udp
CON
0.001167
132
164
31
29
0
0
dns
452,442.1563
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2
0
0
0
0
66
82
0
0
0
0
1,421,927,415
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0.013
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0
0
0
0
0
0
0
6
7
2
1
1
1
1
null
0
10.40.170.2
0
10.40.170.2
0
arp
INT
0
46
0
0
0
0
0
-
0
0
1
0
0
0
0
0
46
0
0
0
0
0
1,421,927,415
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0
0
0
0
0
1
2
0
0
0
2
2
2
2
2
2
2
null
0
10.40.170.2
0
10.40.170.2
0
arp
INT
0
46
0
0
0
0
0
-
0
0
1
0
0
0
0
0
46
0
0
0
0
0
1,421,927,415
1,421,927,415
0
0
0
0
0
1
2
0
0
0
2
2
2
2
2
2
2
null
0
10.40.182.3
0
10.40.182.3
0
arp
INT
0
46
0
0
0
0
0
-
0
0
1
0
0
0
0
0
46
0
0
0
0
0
1,421,927,415
1,421,927,415
0
0
0
0
0
1
2
0
0
0
2
2
2
2
2
2
2
null
0
59.166.0.1
48847
149.171.126.5
53
udp
CON
0.001093
132
164
31
29
0
0
dns
483,074.0938
600,182.9375
2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,415
1,421,927,415
0.018
0.013
0
0
0
0
0
0
0
0
6
9
2
5
1
1
1
null
0
59.166.0.1
24266
149.171.126.9
41049
udp
CON
0.001851
528
304
31
29
0
0
-
1,711,507.25
985,413.3125
4
4
0
0
0
0
132
76
0
0
0.656903
0.328339
1,421,927,415
1,421,927,415
0.471
0.237667
0
0
0
0
0
0
0
0
8
4
2
5
1
1
2
null
0
59.166.0.1
10393
149.171.126.6
44307
udp
CON
0.001749
528
304
31
29
0
0
-
1,811,320.75
1,042,881.625
4
4
0
0
0
0
132
76
0
0
0.640403
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1,421,927,415
1,421,927,415
0.458333
0.203667
0
0
0
0
0
0
0
0
8
2
3
5
1
1
2
null
0
59.166.0.2
62539
149.171.126.4
53
udp
CON
0.001128
132
164
31
29
0
0
dns
468,085.125
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,415
1,421,927,415
0.017
0.015
0
0
0
0
0
0
0
0
7
7
2
1
1
1
1
null
0
59.166.0.1
21270
149.171.126.9
111
udp
CON
0.005153
568
312
31
29
0
0
-
661,362.3125
363,283.5313
4
4
0
0
0
0
142
78
0
0
1.890104
1.610554
1,421,927,415
1,421,927,415
1.348
1.149333
0
0
0
0
0
0
0
0
8
4
2
5
2
1
2
null
0
59.166.0.1
8989
149.171.126.6
111
udp
CON
0.004898
568
312
31
29
0
0
-
695,794.1875
382,196.8125
4
4
0
0
0
0
142
78
0
0
1.780739
1.549507
1,421,927,415
1,421,927,415
1.269667
1.103667
0
0
0
0
0
0
0
0
8
2
3
5
2
1
2
null
0
59.166.0.4
49346
149.171.126.5
53
udp
CON
0.001111
132
164
31
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0
0
dns
475,247.5313
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2
2
0
0
0
0
66
82
0
0
0
0
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0
0
0
0
0
0
0
5
9
2
1
1
1
1
null
0
175.45.176.3
21223
149.171.126.18
32780
udp
INT
0.000021
728
0
254
0
0
0
-
138,666,672
0
2
0
0
0
0
0
364
0
0
0
0
0
1,421,927,415
1,421,927,415
0.021
0
0
0
0
0
2
0
0
0
1
1
1
1
1
1
1
Exploits
1
175.45.176.2
23357
149.171.126.16
80
tcp
FIN
0.240139
918
25,552
62
252
2
10
http
28,050.42188
815,794.1875
12
24
255
255
1,708,297,952
1,939,490,744
77
1,065
1
12,026
1,170.481668
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1,421,927,416
1,421,927,416
21.830818
9.570304
0.051475
0.006528
0.044947
0
1
1
0
0
3
2
2
1
1
1
1
Exploits
1
175.45.176.0
13284
149.171.126.16
80
tcp
FIN
2.39039
1,362
268
254
252
6
1
http
4,233.619141
749.668518
14
6
255
255
3,897,219,059
2,466,816,006
97
45
1
0
18,786.7114
941.724938
1,421,927,414
1,421,927,416
183.579303
474.259406
0.066088
0.017959
0.048129
0
1
1
0
0
5
2
2
1
1
1
1
Reconnaissance
1
59.166.0.3
4192
149.171.126.9
53
udp
CON
0.001101
132
164
31
29
0
0
dns
479,564.0313
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2
2
0
0
0
0
66
82
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0
0
0
1,421,927,416
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0
0
0
0
0
0
0
7
4
3
1
1
1
1
null
0
59.166.0.2
26872
149.171.126.8
53
udp
CON
0.001082
132
164
31
29
0
0
dns
487,985.2188
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,416
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0.011
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0
0
0
0
0
0
7
6
1
1
1
1
1
null
0
59.166.0.8
24946
149.171.126.2
53
udp
CON
0.001122
132
164
31
29
0
0
dns
470,588.2188
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,416
1,421,927,416
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0
0
0
0
0
0
0
8
3
1
2
2
1
1
null
0
59.166.0.9
5685
149.171.126.6
53
udp
CON
0.001141
146
178
31
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0
0
dns
511,831.75
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2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,416
1,421,927,416
0.017
0.015
0
0
0
0
0
0
0
0
5
7
1
1
1
1
1
null
0
59.166.0.0
22848
149.171.126.1
53
udp
CON
0.001164
146
178
31
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0
0
dns
501,718.2188
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2
0
0
0
0
73
89
0
0
0
0
1,421,927,416
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0.018
0.013
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0
0
0
0
0
0
0
3
8
2
1
1
1
1
null
0
59.166.0.5
28565
149.171.126.9
53
udp
CON
0.001127
132
164
31
29
0
0
dns
468,500.4688
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,416
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0.017
0.015
0
0
0
0
0
0
0
0
6
4
3
1
1
1
1
null
0
59.166.0.7
46719
149.171.126.4
53
udp
CON
0.001073
132
164
31
29
0
0
dns
492,078.2813
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,416
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0
0
0
0
0
0
0
0
6
7
1
1
1
1
1
null
0
59.166.0.8
25100
149.171.126.9
53
udp
CON
0.001196
146
178
31
29
0
0
dns
488,294.3125
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2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,416
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0.017
0.015
0
0
0
0
0
0
0
0
8
4
3
2
2
1
1
null
0
59.166.0.1
29704
149.171.126.1
53
udp
CON
0.001101
132
164
31
29
0
0
dns
479,564.0313
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2
0
0
0
0
66
82
0
0
0
0
1,421,927,416
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0
0
0
0
0
0
0
6
8
2
1
1
1
1
null
0
59.166.0.7
36998
149.171.126.6
53
udp
CON
0.001058
146
178
31
29
0
0
dns
551,984.875
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2
0
0
0
0
73
89
0
0
0
0
1,421,927,417
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0
0
0
0
0
0
0
6
7
1
2
2
1
1
null
0
59.166.0.7
6438
149.171.126.8
53
udp
CON
0.0011
132
164
31
29
0
0
dns
480,000
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,417
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0
0
0
0
0
0
0
6
6
3
2
2
1
1
null
0
59.166.0.8
1416
149.171.126.0
53
udp
CON
0.001126
146
178
31
29
0
0
dns
518,650.0938
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2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,417
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0
0
0
0
0
0
0
0
8
9
1
1
1
1
1
null
0
59.166.0.4
35578
149.171.126.8
53
udp
CON
0.001017
146
178
31
29
0
0
dns
574,238
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2
2
0
0
0
0
73
89
0
0
0
0
1,421,927,417
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0.012
0
0
0
0
0
0
0
0
5
6
3
2
2
1
1
null
0
59.166.0.4
38902
149.171.126.7
53
udp
CON
0.001094
132
164
31
29
0
0
dns
482,632.5625
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,417
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0.009
0
0
0
0
0
0
0
0
5
8
1
2
2
1
1
null
0
59.166.0.0
9897
149.171.126.8
53
udp
CON
0.001092
132
164
31
29
0
0
dns
483,516.4688
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2
2
0
0
0
0
66
82
0
0
0
0
1,421,927,417
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0
0
0
0
0
0
0
3
6
3
1
1
1
1
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