Datasets:
Mouwiya
/
UNSW-NB15

Dataset card Data Studio Files Community
1
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
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udp
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udp
INT
0.000002
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udp
INT
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149.171.126.10
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udp
INT
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udp
INT
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null
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tcp
FIN
0.447769
5,928
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31
29
14
17
ssh
104,214.4531
142,555.6563
62
60
255
255
2,652,528,221
2,652,813,108
96
135
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1
2
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1
1
1
null
0
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61890
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80
tcp
FIN
1.005543
1,580
10,168
31
29
3
5
http
11,528.09961
76,408.46875
12
18
255
255
2,296,731,413
2,297,782,652
132
565
1
3,924
9,528.34356
7,672.876152
1,424,262,047
1,424,262,048
91.382544
59.119179
0.000639
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0.000126
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null
1
2
7
1
1
1
2
null
0
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149.171.126.6
6881
tcp
FIN
0.267871
1,540
1,644
31
29
4
4
-
43,125.23828
46,380.53516
16
18
255
255
2,832,536,748
744,441,199
96
91
0
0
1,090.136367
31.608016
1,424,262,048
1,424,262,048
17.837534
15.693059
0.001261
0.001081
0.00018
0
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null
null
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9
7
10
6
1
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null
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149.171.126.10
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175.45.176.0
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udp
INT
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dns
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21
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21
null
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149.171.126.10
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udp
INT
0.000002
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dns
528,000,000
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21
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19
19
19
21
null
0
59.166.0.3
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149.171.126.7
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tcp
FIN
0.02894
3,614
47,158
31
29
7
24
-
982,446.4375
12,825,985
60
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255
255
3,252,527,851
3,257,030,729
60
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30.739108
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null
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5
7
6
1
1
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null
0
59.166.0.5
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149.171.126.0
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tcp
FIN
0.018116
1,044
824
31
29
2
2
http
403,621.125
327,666.1563
8
10
255
255
687,145,104
2,836,472,503
131
82
1
83
152.427257
4.131648
1,424,262,048
1,424,262,048
2.541571
1.959889
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null
2
1
2
10
1
1
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null
0
59.166.0.5
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149.171.126.0
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tcp
FIN
0.042536
3,614
44,706
31
29
7
24
-
668,422
8,272,522
60
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255
255
3,012,528,473
867,435,516
60
721
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0
46.144505
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1,424,262,048
1,424,262,048
0.71578
0.687951
0.000688
0.000563
0.000125
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null
10
7
2
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1
1
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null
0
59.166.0.8
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149.171.126.9
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udp
CON
0.001038
146
178
31
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0
0
dns
562,620.4375
685,934.5
2
2
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0
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73
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1,424,262,048
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3
4
2
1
1
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null
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59.166.0.2
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149.171.126.3
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tcp
FIN
1.236687
2,934
3,742
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11
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ftp
18,617.48438
23,760.25781
52
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255
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2,232,531,081
88,192,307
56
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0
0
2,544.294918
92.769094
1,424,262,047
1,424,262,048
25.232001
23.32449
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0.000485
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1
1
1
1
1
2
1
1
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null
0
59.166.0.3
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149.171.126.7
64700
udp
CON
0.001669
536
304
31
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0
0
-
1,926,902.375
1,092,870
4
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1,424,262,048
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null
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59.166.0.3
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149.171.126.2
41465
tcp
FIN
0.039813
4,238
61,238
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7
30
-
839,926.625
12,138,949
72
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255
255
1,107,144,585
1,124,836,671
59
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null
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2
2
6
1
1
1
null
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149.171.126.1
57905
tcp
FIN
0.060003
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8,824
31
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1
4
ftp-data
63,463.49219
1,078,479.375
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12
255
255
387,146,638
2,744,313,022
53
735
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591.168952
544.605019
1,424,262,048
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6.631333
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0.003447
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null
null
3
2
3
5
1
1
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null
0
59.166.0.5
3390
149.171.126.6
6881
tcp
FIN
0.564576
4,172
117,444
31
29
8
45
-
58,195.88281
1,648,770
64
108
255
255
687,146,999
2,851,609,433
65
1,087
0
0
693.95636
622.099372
1,424,262,048
1,424,262,048
8.956667
5.321698
0.000595
0.000473
0.000122
0
0
null
null
10
9
7
10
6
1
8
null
0
59.166.0.7
32853
149.171.126.9
143
tcp
FIN
0.034985
7,806
15,460
31
29
30
32
-
1,770,587.5
3,507,331.75
122
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255
255
2,772,531,696
2,773,534,710
64
123
0
0
18.127944
16.211697
1,424,262,048
1,424,262,048
0.293703
0.275608
0.000656
0.000531
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0
0
null
null
1
3
4
2
1
1
1
null
0
149.171.126.10
47439
175.45.176.0
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udp
INT
0.000002
264
0
60
0
0
0
dns
528,000,000
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2
0
0
0
0
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132
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0
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1,424,262,048
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null
null
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21
19
19
19
19
21
null
0
59.166.0.3
57102
149.171.126.7
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udp
CON
0.004362
568
312
31
29
0
0
-
781,292.9375
429,160.9063
4
4
0
0
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142
78
0
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1.631532
1.375559
1,424,262,048
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null
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null
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149.171.126.6
6881
tcp
FIN
0.280796
1,540
1,644
31
29
4
4
-
41,140.1875
44,245.64453
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255
255
2,832,535,917
2,874,243,661
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1,211.752711
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7
10
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null
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59.166.0.5
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149.171.126.6
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tcp
FIN
0.280281
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4
-
41,215.77734
44,326.94141
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255
255
2,832,535,079
2,870,026,358
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1,194.888094
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18.662534
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null
null
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7
10
6
1
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null
0
149.171.126.10
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175.45.176.0
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udp
INT
0.000002
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60
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dns
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21
null
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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null
null
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17
16
16
16
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17
Generic
1
175.45.176.3
49158
149.171.126.15
445
tcp
FIN
0.329993
1,578
744
254
252
3
2
-
35,079.53125
15,782.15234
12
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255
255
472,266,726
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1,438.858039
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Fuzzers
1
175.45.176.0
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udp
INT
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dns
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Generic
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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Generic
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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Generic
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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Generic
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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Generic
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175.45.176.0
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149.171.126.10
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udp
INT
0.000008
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dns
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null
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Generic
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175.45.176.0
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udp
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175.45.176.0
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udp
INT
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Generic
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175.45.176.0
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tcp
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149.171.126.10
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149.171.126.10
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149.171.126.10
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udp
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149.171.126.10
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udp
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149.171.126.10
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udp
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tcp
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tcp
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tcp
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tcp
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tcp
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tcp
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tcp
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tcp
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tcp
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tcp
FIN
0.036862
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29
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24
-
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tcp
FIN
0.031652
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smtp
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255
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3,856,725,939
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5190
tcp
FIN
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udp
CON
0.001185
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6881
tcp
FIN
1.63317
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29
21
197
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INT
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