Datasets:
Mouwiya
/
UNSW-NB15-small

Dataset card Viewer Files Community
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dns
CON
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146
178
2,849.002888
31
29
554,605.875
676,163.375
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0.01
0.007
0
0
0
0
0
0
0
0
0
73
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0
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0
2
3
1
1
0
0
0
5
10
0
Normal
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12.364369
tcp
-
FIN
16
18
1,272
2,572
2.668959
31
29
771.895386
1,572.259766
4
4
824.268383
727.275688
44,964.91112
1,132.95175
255
4,009,904,976
4,010,249,487
255
0.000823
0.000674
0.000149
80
143
0
0
3
0
2
1
1
1
0
0
0
2
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0
Normal
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246
0.001171
udp
dns
CON
2
2
132
164
2,561.912999
31
29
450,896.6875
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0
0
0.009
0.006
0
0
0
0
0
0
0
0
0
66
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0
8
0
2
3
1
1
0
0
0
5
7
0
Normal
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udp
-
CON
4
4
528
304
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1,847,230.25
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0.449667
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0.628854
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0
0
0
132
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0
0
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0
2
1
1
3
0
0
0
5
2
0
Normal
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tcp
-
FIN
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4,656
3,080
4.361391
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2,748.44165
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7
7
484.033542
450.644875
36,140.12122
1,017.934813
255
1,504,518,715
1,507,666,764
255
0.000646
0.000519
0.000127
166
103
0
0
12
0
7
1
1
1
0
0
0
4
5
0
Normal
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249
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udp
dns
CON
2
2
130
162
2,777.777885
31
29
481,481.5
600,000
0
0
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0.006
0
0
0
0
0
0
0
0
0
65
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0
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0
1
1
1
3
0
0
0
1
10
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250
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udp
dns
CON
2
2
146
178
2,654.867281
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29
516,814.1563
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0
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0.007
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0
0
0
0
0
0
0
0
0
73
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0
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0
3
1
1
3
0
0
0
3
12
0
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251
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tcp
-
FIN
16
18
1,540
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4
4
1.558
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91.33466
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255
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255
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0.000445
0.00012
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0
0
11
0
6
4
1
5
0
0
0
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10
0
Normal
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252
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udp
-
CON
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528
304
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29
1,672,650.5
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0
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132
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0
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0
2
1
1
2
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0
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253
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tcp
-
FIN
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1,540
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29
572,107.8125
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4
1.395214
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80.583814
2.250003
255
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255
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0.000447
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0
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0
8
4
1
4
0
0
0
7
7
0
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254
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tcp
-
FIN
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18
1,540
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31
29
567,136.3125
609,946.4375
4
4
1.337067
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82.920909
2.151021
255
2,919,974,815
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0.000457
0.000116
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0
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0
8
4
1
4
0
0
0
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0
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255
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udp
-
CON
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520
304
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29
1,432,506.875
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0
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0
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0
0
0
130
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0
0
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0
3
1
1
3
0
0
0
3
4
0
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256
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udp
dns
CON
2
2
132
164
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29
451,668.0625
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0
5
0
1
1
1
1
0
0
0
1
4
0
Normal
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257
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tcp
-
FIN
28
30
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20.91506
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29
12,047.0752
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7
100.924261
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166.060531
255
149,551,432
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255
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0.000549
0.000144
152
103
0
0
6
0
3
1
1
1
0
0
0
3
5
0
Normal
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258
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udp
-
CON
4
4
568
312
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31
29
670,074.6875
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1.342333
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2
1
1
2
0
0
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2
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0
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259
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tcp
-
FIN
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13
62.116027
58.927359
4,989.925018
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255
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0
4
0
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1
1
1
0
0
0
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Normal
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udp
-
CON
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4
568
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29
629,130.5
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1.463333
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0
0
0
0
0
142
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0
0
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0
3
1
1
3
0
0
0
3
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Normal
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261
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udp
dns
CON
2
2
132
164
2,680.965094
31
29
471,849.8438
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0
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2
1
1
3
0
0
0
1
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0
Normal
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udp
-
CON
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520
304
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0
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4
1
1
2
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0
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udp
-
CON
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2
0
2
1
1
2
0
0
0
3
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Normal
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udp
-
CON
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520
304
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31
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1,828,839.5
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130
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0
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2
1
1
2
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0
0
3
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0
Normal
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tcp
-
FIN
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4,876.9375
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7
249.323289
231.764859
13,555.25212
343.285531
255
1,577,035,788
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0.011114
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0.000204
152
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0
0
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0
6
1
1
1
0
0
0
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266
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udp
dns
CON
2
2
146
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31
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515,445.7188
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2
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1
2
0
0
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udp
-
CON
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31
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714,915
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0
1.232
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0
0
142
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0
2
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1
1
3
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0
0
2
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Normal
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tcp
-
FIN
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73.557491
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4,436.376413
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2
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0
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dns
CON
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0
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0
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1
2
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Normal
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CON
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4
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0
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1
1
3
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0
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2
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Normal
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udp
dns
CON
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502,581.75
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1
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CON
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0
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4
1
1
2
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0
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CON
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520
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0
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2
1
1
3
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0
0
2
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0
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udp
dns
CON
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146
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488,294.3125
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1
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1
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tcp
-
FIN
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337.19062
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CON
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tcp
http
FIN
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1
3,924
2
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2
1
1
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0
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udp
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CON
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2
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1
3
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0
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CON
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0
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5
1
1
1
0
0
0
3
11
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udp
dns
CON
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2
146
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31
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498,293.5313
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0
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1
3
1
2
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0
0
3
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udp
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CON
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132
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1
3
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1
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tcp
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254.028744
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0
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1
1
1
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0
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udp
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3
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6
4
1
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146
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0
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2
1
3
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0
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2
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1
2
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Normal
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0.007
0
0
0
0
0
0
0
0
0
65
81
0
0
8
0
2
3
1
3
0
0
0
3
8
0
Normal
0
292
0.001064
udp
dns
CON
2
2
130
162
2,819.548997
31
29
488,721.8125
609,022.5625
0
0
0.009
0.007
0
0
0
0
0
0
0
0
0
65
81
0
0
6
0
1
1
1
1
0
0
0
1
7
0
Normal
0
293
0.001062
udp
dns
CON
2
2
130
162
2,824.858614
31
29
489,642.1563
610,169.4375
0
0
0.009
0.007
0
0
0
0
0
0
0
0
0
65
81
0
0
1
0
4
1
1
3
0
0
0
5
1
0
Normal
0
294
0.001106
udp
dns
CON
2
2
132
164
2,712.477299
31
29
477,396
593,128.375
0
0
0.034
0.008
0
0
0
0
0
0
0
0
0
66
82
0
0
5
0
1
2
1
1
0
0
0
2
3
0
Normal
0
295
0.047405
tcp
ftp-data
FIN
6
8
320
1,862
274.232671
31
29
45,058.53906
275,076.4688
1
2
9.4152
6.705429
657.199204
16.071998
255
2,864,165,767
722,372,043
255
0.000589
0.000464
0.000125
53
233
0
0
1
0
7
1
1
1
0
0
0
5
1
0
Normal
0
296
0.00114
udp
dns
CON
2
2
132
164
2,631.579064
31
29
463,157.9063
575,438.625
0
0
0.009
0.008
0
0
0
0
0
0
0
0
0
66
82
0
0
8
0
1
3
1
1
0
0
0
3
2
0
Normal
0
297
7.157289
tcp
http
FIN
12
18
1,580
10,168
4.051813
31
29
1,619.607666
10,734.79102
3
5
650.628625
420.834224
43,355.95024
34,565.398
255
329,550,898
2,680,741,680
255
0.003238
0.003104
0.000134
132
565
1
3,924
2
0
7
2
1
1
0
0
1
2
1
0
Normal
0
298
0.001084
udp
dns
CON
2
2
132
164
2,767.527704
31
29
487,084.875
605,166.0625
0
0
0.009
0.007
0
0
0
0
0
0
0
0
0
66
82
0
0
8
0
1
3
1
3
0
0
0
3
4
0
Normal
0
299
1.492512
tcp
-
FIN
38
40
2,438
18,508
51.590875
31
29
12,724.85547
96,728.20313
7
13
41.450057
38.256538
2,960.188343
2,846.687598
255
2,534,936,715
1,679,359,090
255
0.001562
0.000506
0.001056
64
463
0
0
11
0
5
1
1
1
0
0
0
9
11
0
Normal
0
300
0.001122
udp
dns
CON
2
2
132
164
2,673.796684
31
29
470,588.2188
584,670.1875
0
0
0.008
0.007
0
0
0
0
0
0
0
0
0
66
82
0
0
9
0
2
1
1
2
0
0
0
1
8
0
Normal
0