Datasets:
Mouwiya
/
UNSW-NB15-small

Dataset card Viewer Files Community
id
int64
1
175k
dur
float64
0
60
proto
stringclasses
133 values
service
stringclasses
13 values
state
stringclasses
9 values
spkts
int64
1
9.62k
dpkts
int64
0
11k
sbytes
int64
28
13M
dbytes
int64
0
14.7M
rate
float64
0
1M
sttl
int64
0
255
dttl
int64
0
254
sload
float64
0
5.99B
dload
float64
0
22.4M
sloss
int64
0
4.8k
dloss
int64
0
5.48k
sinpkt
float64
0
84.4k
dinpkt
float64
0
56.7k
sjit
float64
0
1.46M
djit
float64
0
289k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
dwin
int64
0
255
tcprtt
float64
0
2.52
synack
float64
0
2.1
ackdat
float64
0
1.52
smean
int64
28
1.5k
dmean
int64
0
1.46k
trans_depth
int64
0
172
response_body_len
int64
0
6.56M
ct_srv_src
int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
51
ct_src_dport_ltm
int64
1
51
ct_dst_sport_ltm
int64
1
46
ct_dst_src_ltm
int64
1
65
is_ftp_login
int64
0
4
ct_ftp_cmd
int64
0
4
ct_flw_http_mthd
int64
0
30
ct_src_ltm
int64
1
60
ct_srv_dst
int64
1
62
is_sm_ips_ports
int64
0
1
attack_cat
stringclasses
10 values
label
int64
0
1
501
10.784481
tcp
http
FIN
8
10
1,052
824
1.576339
31
29
683.203918
550.420532
2
2
1,540.577143
1,198.2175
128,825.2407
3,388.603
255
1,059,486,000
3,205,951,090
255
0.000659
0.000517
0.000142
132
82
1
83
5
0
9
5
1
1
0
0
1
5
6
0
Normal
0
502
12.340065
tcp
http
FIN
12
18
1,580
10,168
2.350069
31
29
939.37915
6,226.223145
3
5
1,121.791159
725.853818
69,999.95458
48,046.06637
255
2,406,615,114
258,100,229
255
0.000691
0.000546
0.000145
132
565
1
3,924
2
0
12
1
1
2
0
0
1
4
1
0
Normal
0
503
14.488957
tcp
http
FIN
8
10
1,052
824
1.173307
31
29
508.525208
409.691315
2
2
2,069.684786
1,811.050875
170,838.0946
4,726.429
255
3,076,551,508
928,082,781
255
0.0007
0.000544
0.000156
132
82
1
83
8
0
14
8
1
3
0
0
1
10
4
0
Normal
0
504
18.180914
tcp
http
FIN
8
10
1,052
824
0.935047
31
29
405.260162
326.496246
2
2
2,586.396214
2,020.04
212,696.1196
5,643.3665
255
974,454,604
975,611,767
255
0.000695
0.000546
0.000149
132
82
1
83
7
0
11
7
1
7
0
0
1
19
5
0
Normal
0
505
34.377533
tcp
http
FIN
12
18
1,580
10,168
0.843574
31
29
337.19696
2,234.947998
3
5
3,125.199591
2,022.173368
237,771.6869
190,559.0389
255
4,174,806,968
2,030,563,525
255
0.000729
0.000579
0.00015
132
565
1
3,924
1
0
24
1
1
1
0
0
1
3
2
0
Normal
0
506
22.306393
tcp
http
FIN
8
10
1,052
824
0.762113
31
29
330.308899
266.112061
2
2
3,186.561143
2,478.428
263,076.7886
6,966.223
255
661,938,863
2,812,604,244
255
0.000703
0.000537
0.000166
132
82
1
83
8
0
5
8
1
2
0
0
1
9
4
0
Normal
0
507
0.053293
tcp
-
FIN
16
18
1,540
1,644
619.218273
31
29
216,763.9219
233,126.2969
4
4
3.529667
3.080177
219.863482
6.267646
255
1,356,919,376
3,089,753,812
255
0.001119
0.000926
0.000193
96
91
0
0
7
0
14
5
1
5
0
0
0
14
9
0
Normal
0
508
18.962536
tcp
-
FIN
80
80
4,654
72,810
8.384954
31
29
1,938.981201
30,333.49609
7
33
243.104751
240.023828
30,325.06326
922.210938
255
412,001,409
412,346,505
255
0.000792
0.000644
0.000148
58
910
0
0
13
0
24
1
1
9
0
0
0
19
21
0
Normal
0
509
0.297023
tcp
http
FIN
8
10
1,052
824
57.234625
31
29
24,806.16016
19,984.98438
2
2
42.373857
32.937777
2,541.715389
92.031336
255
857,034,677
858,111,407
255
0.000725
0.000579
0.000146
132
82
1
83
6
0
7
6
1
1
0
0
1
11
7
0
Normal
0
510
0.176146
tcp
-
FIN
16
18
1,540
1,644
187.344588
31
29
65,581.96094
70,532.39844
4
4
11.6696
10.296883
1,129.458806
21.98565
255
3,006,621,004
3,191,064,937
255
0.001262
0.001098
0.000164
96
91
0
0
4
0
14
4
1
4
0
0
0
11
9
0
Normal
0
511
28.248602
tcp
-
FIN
16
18
1,272
2,572
1.168199
31
29
337.857422
688.175659
4
4
1,883.21715
1,661.64125
164,768.6806
4,604.1785
255
1,334,450,054
3,484,396,000
255
0.000816
0.000679
0.000137
80
143
0
0
1
0
6
1
1
2
0
0
0
3
2
0
Normal
0
512
2.453791
tcp
http
FIN
8
10
1,052
824
6.928056
31
29
3,002.700928
2,419.114014
2
2
350.112143
272.579437
28,665.69454
763.25525
255
3,774,099,353
1,625,594,406
255
0.000715
0.000572
0.000143
132
82
1
83
8
0
11
8
1
2
0
0
1
10
5
0
Normal
0
513
0.837592
tcp
ftp
FIN
52
54
2,934
3,740
125.359363
31
29
27,488.32422
35,062.41797
11
15
17.087246
15.79
1,445.530712
52.685105
255
2,864,164,587
2,861,022,784
255
0.000844
0.000718
0.000126
56
69
0
0
1
0
13
1
1
5
1
1
0
19
1
0
Normal
0
514
4.551819
tcp
http
FIN
8
10
1,052
824
3.734771
31
29
1,618.693604
1,304.094116
2
2
649.950411
505.696344
53,914.8824
1,423.00325
255
364,519,651
2,515,197,624
255
0.000682
0.000548
0.000134
132
82
1
83
8
0
7
8
1
1
0
0
1
10
7
0
Normal
0
515
5.063952
tcp
http
FIN
8
10
1,052
824
3.357062
31
29
1,454.990112
1,172.207031
2
2
723.240411
562.598313
57,620.39359
1,536.475125
255
2,329,905,111
185,629,738
255
0.000701
0.000563
0.000138
132
82
1
83
6
0
9
6
1
1
0
0
1
11
6
0
Normal
0
516
0.22424
tcp
ftp-data
FIN
8
12
424
8,824
84.730644
31
29
13,235.81836
288,583.6563
1
4
31.98957
20.325273
2,161.978358
1,720.005808
255
714,585,837
814,825,759
255
0.000816
0.000657
0.000159
53
735
0
0
3
0
13
1
1
5
0
0
0
19
2
0
Normal
0
517
5.347891
tcp
http
FIN
8
10
1,052
824
3.178823
31
29
1,377.73938
1,109.970337
2
2
763.867696
594.147
63,368.69124
1,673.574125
255
4,181,583,093
2,033,076,447
255
0.000725
0.000564
0.000161
132
82
1
83
7
0
7
7
1
3
0
0
1
19
7
0
Normal
0
518
15.087037
tcp
http
FIN
8
10
1,052
824
1.126795
31
29
488.366272
393.450348
2
2
2,153.133786
1,676.274875
176,010.9604
4,664.723
255
2,832,356,189
2,837,620,385
255
0.00069
0.00055
0.00014
132
82
1
83
5
0
13
5
1
2
0
0
1
5
7
0
Normal
0
519
0.004312
tcp
http
FIN
8
10
1,052
824
3,942.486294
31
29
1,708,720
1,376,623.5
2
2
0.566714
0.418556
37.200024
0.672145
255
1,194,583,166
3,345,205,206
255
0.000667
0.000541
0.000126
132
82
1
83
2
0
7
2
1
1
0
0
1
12
5
0
Normal
0
520
14.920791
tcp
http
FIN
8
10
1,052
824
1.13935
31
29
493.807617
397.834137
2
2
2,131.387643
1,657.802
176,732.3766
4,654.5775
255
2,776,552,352
628,143,848
255
0.000727
0.000569
0.000158
132
82
1
83
8
0
13
8
1
1
0
0
4
10
7
0
Normal
0
521
0.004174
tcp
http
FIN
8
10
1,052
824
4,072.831701
31
29
1,765,213.125
1,422,137
2
2
0.546714
0.406778
35.777022
0.733044
255
1,314,583,561
1,315,528,330
255
0.000635
0.00051
0.000125
132
82
1
83
2
0
1
1
1
1
0
0
1
9
2
0
Normal
0
522
14.650163
tcp
http
FIN
8
10
1,052
824
1.160397
31
29
502.929565
405.183228
2
2
2,092.694143
1,831.198625
174,350.7694
4,837.6715
255
746,969,257
748,041,783
255
0.000707
0.000562
0.000145
132
82
1
83
6
0
6
6
1
1
0
0
1
11
5
0
Normal
0
523
0.000964
udp
dns
CON
2
2
132
164
3,112.033175
31
29
547,717.8125
680,497.9375
0
0
0.009
0.005
0
0
0
0
0
0
0
0
0
66
82
0
0
2
0
7
1
1
2
0
0
0
9
2
0
Normal
0
524
22.281981
tcp
http
FIN
8
10
1,052
824
0.762948
31
29
330.670776
266.403595
2
2
3,179.538643
2,475.7145
264,454.1966
6,992.8185
255
2,691,517,217
543,129,871
255
0.000689
0.00054
0.000149
132
82
1
83
1
0
6
1
1
1
0
0
1
1
3
0
Normal
0
525
3.733983
tcp
http
FIN
8
10
1,052
824
4.552779
31
29
1,973.228027
1,589.723389
2
2
533.108875
414.823875
40,879.61154
1,123.423875
255
3,174,099,288
3,170,982,228
255
0.000715
0.000564
0.000151
132
82
1
83
2
0
1
2
1
1
0
0
1
4
1
0
Normal
0
526
0.004064
tcp
http
FIN
8
10
1,052
824
4,183.070648
31
29
1,812,992
1,460,629.875
2
2
0.531
0.375
32.975221
0.650575
255
3,584,164,071
1,435,674,302
255
0.00081
0.000685
0.000125
132
82
1
83
1
0
1
1
1
1
0
0
1
13
1
0
Normal
0
527
4.947737
tcp
http
FIN
8
10
1,052
824
3.435914
31
29
1,489.165527
1,199.740356
2
2
706.648018
618.393875
58,633.79525
1,627.547125
255
124,519,214
2,271,073,318
255
0.000721
0.000583
0.000138
132
82
1
83
2
0
4
2
1
1
0
0
1
2
4
0
Normal
0
528
7.554888
tcp
http
FIN
8
10
1,052
824
2.250199
31
29
975.262695
785.716492
2
2
1,258.953479
839.365437
97,062.39088
2,370.24775
255
2,857,388,530
713,105,728
255
0.000766
0.000595
0.000171
132
82
1
83
2
0
1
2
1
1
0
0
1
2
1
0
Normal
0
529
2.740653
tcp
-
FIN
38
40
2,438
18,508
28.095494
31
29
6,929.735352
52,676.49609
7
13
74.063136
70.259177
5,081.902522
4,933.911148
255
326,968,932
1,521,514,193
255
0.000666
0.000541
0.000125
64
463
0
0
6
0
7
1
1
3
0
0
0
4
5
0
Normal
0
530
11.30189
tcp
http
FIN
8
10
1,052
824
1.504173
31
29
651.926331
525.221863
2
2
1,614.409143
1,255.705125
130,232.5749
3,466.20825
255
819,487,161
2,965,941,459
255
0.000681
0.000539
0.000142
132
82
1
83
3
0
6
3
1
2
0
0
1
4
3
0
Normal
0
531
1.763818
tcp
-
FIN
42
44
2,662
23,266
48.190912
31
29
11,788.06445
103,130.8203
7
14
44.087575
41.983617
2,359.352478
59.621086
255
2,714,936,860
2,354,529,655
255
0.000617
0.000504
0.000113
63
529
0
0
11
0
13
1
1
2
0
0
0
13
10
0
Normal
0
532
10.194882
tcp
http
FIN
8
10
1,052
824
1.667503
31
29
722.715576
582.25293
2
2
1,456.259
1,132.704625
119,444.1011
3,144.38425
255
3,509,073,777
3,510,122,501
255
0.000679
0.000535
0.000144
132
82
1
83
3
0
1
3
1
10
0
0
1
4
1
0
Normal
0
533
12.33295
tcp
http
FIN
8
10
1,052
824
1.378421
31
29
597.424011
481.312256
2
2
1,761.740857
1,370.2675
146,885.1797
3,867.564
255
4,276,551,658
4,277,632,763
255
0.000678
0.000531
0.000147
132
82
1
83
2
0
4
2
1
2
0
0
1
4
4
0
Normal
0
534
2.576283
tcp
-
FIN
40
42
2,558
23,162
31.440646
31
29
7,747.596191
70,212.78125
7
14
67.78724
62.802878
4,493.219484
4,328.91458
255
3,742,299,706
22,908,438
255
0.001489
0.001359
0.00013
64
551
0
0
6
0
3
1
1
2
0
0
0
1
12
0
Normal
0
535
17.284084
tcp
http
FIN
8
10
1,052
824
0.983564
31
29
426.288116
343.437347
2
2
2,469.104929
2,160.4455
204,514.4263
5,715.267
255
1,454,453,882
3,605,066,652
255
0.000647
0.000517
0.00013
132
82
1
83
3
0
1
3
1
5
0
0
1
4
1
0
Normal
0
536
4.027159
tcp
-
FIN
40
42
2,558
23,162
20.113434
31
29
4,956.347168
44,917.02344
7
14
108.833326
98.209684
5,806.68724
5,518.550538
255
74,453,467
3,944,031,160
255
0.000702
0.000559
0.000143
64
551
0
0
6
0
2
1
1
2
0
0
0
1
5
0
Normal
0
537
21.321171
tcp
http
FIN
8
10
1,052
824
0.79733
31
29
345.572021
278.408722
2
2
3,553.3075
2,368.96
270,864.409
6,624.6045
255
3,531,518,821
1,383,053,987
255
0.00066
0.000525
0.000135
132
82
1
83
1
0
4
1
1
1
0
0
1
2
4
0
Normal
0
538
0.051626
tcp
ftp-data
FIN
8
12
424
8,824
368.031608
31
29
57,490.41016
1,253,476.875
1
4
7.324
4.647727
521.818242
317.176748
255
617,037,037
3,322,487,609
255
0.000919
0.000498
0.000421
53
735
0
0
2
0
6
1
1
2
0
0
0
4
1
0
Normal
0
539
0.051863
tcp
-
FIN
16
18
1,540
1,644
636.291771
31
29
222,740.6875
239,554.2188
4
4
3.681643
3.016765
218.730571
6.394166
255
1,356,922,021
3,088,578,122
255
0.000695
0.000575
0.00012
96
91
0
0
16
0
6
1
1
1
0
0
0
2
8
0
Normal
0
540
0.001096
udp
dns
CON
2
2
132
164
2,737.226368
31
29
481,751.8438
598,540.1875
0
0
0.009
0.007
0
0
0
0
0
0
0
0
0
66
82
0
0
1
0
2
1
1
1
0
0
0
2
1
0
Normal
0
541
1.676878
tcp
-
FIN
40
42
2,558
23,162
48.304051
31
29
11,903.07227
107,871.8906
7
14
42.988514
40.887047
2,846.305404
2,773.943914
255
1,912,002,653
777,844,697
255
0.000642
0.000501
0.000141
64
551
0
0
9
0
3
1
1
1
0
0
0
1
12
0
Normal
0
542
0.041816
tcp
-
FIN
16
18
1,540
1,644
789.171611
31
29
276,257.9063
297,111.1563
4
4
2.966429
2.583563
173.423982
4.956041
255
3,006,619,293
1,038,319,069
255
0.000623
0.000476
0.000147
96
91
0
0
2
0
6
1
1
2
0
0
0
2
8
0
Normal
0
543
0.118535
tcp
-
FIN
16
18
1,540
1,644
278.398792
31
29
97,456.45313
104,812.9297
4
4
7.879333
6.920529
611.253004
16.389018
255
2,126,974,036
3,083,915,855
255
0.001005
0.000885
0.00012
96
91
0
0
7
0
2
2
1
2
0
0
0
4
17
0
Normal
0
544
0.027014
tcp
smtp
FIN
52
42
37,230
3,380
3,442.659318
31
29
10,813,652
977,271.0625
18
8
0.5334
0.64539
30.754894
1.229787
255
3,939,969,574
1,797,829,428
255
0.00066
0.000548
0.000112
716
80
0
0
1
0
1
1
1
1
0
0
0
1
2
0
Normal
0
545
0.117827
tcp
-
FIN
16
18
1,540
1,644
280.071635
31
29
98,042.04688
105,442.7266
4
4
8.3945
6.872471
630.654681
16.387828
255
2,126,975,001
3,089,209,572
255
0.00116
0.000989
0.000171
96
91
0
0
7
0
2
2
1
2
0
0
0
4
17
0
Normal
0
546
28.579126
tcp
http
FIN
8
10
1,052
824
0.59484
31
29
257.810547
207.704041
2
2
4,082.67
3,175.39025
338,346.1543
8,947.017
255
1,116,903,940
1,118,266,040
255
0.000766
0.000604
0.000162
132
82
1
83
2
0
6
2
1
1
0
0
1
2
3
0
Normal
0
547
0.003478
tcp
ftp-data
FIN
6
8
320
1,862
3,737.780397
31
29
614,146.0625
3,749,281.25
1
2
0.6324
0.324
31.899659
0.527793
255
4,064,165,553
1,918,352,089
255
0.001323
0.001207
0.000116
53
233
0
0
3
0
2
1
1
2
0
0
0
3
1
0
Normal
0
548
14.920791
tcp
http
FIN
8
10
1,052
824
1.13935
31
29
493.807617
397.834137
2
2
2,131.387643
1,657.802
176,732.3766
4,654.5775
255
2,776,552,352
628,143,848
255
0.000727
0.000569
0.000158
132
82
1
83
2
0
2
2
1
4
0
0
4
2
1
0
Normal
0
549
0.020914
tcp
-
FIN
16
18
1,540
1,644
1,577.890444
31
29
552,357.3125
594,051.875
4
4
1.373933
1.203118
88.412864
2.236192
255
1,674,593,136
3,828,729,129
255
0.000572
0.000457
0.000115
96
91
0
0
13
0
1
1
1
1
0
0
0
3
1
0
Normal
0
550
27.286858
tcp
http
FIN
8
10
1,052
824
0.623011
31
29
270.020111
217.540619
2
2
3,895.967286
3,031.80525
322,916.7532
8,511.368
255
4,102,290,167
4,103,575,079
255
0.000764
0.000598
0.000166
132
82
1
83
1
0
4
1
1
1
0
0
4
1
4
0
Normal
0
551
30.370993
arp
-
CON
3
3
138
84
0.164631
0
0
24.23365
14.750917
0
0
15,185.494
15,185.481
15,185.421
15,185.411
0
0
0
0
0
0
0
46
28
0
0
1
0
1
1
1
1
0
0
0
1
1
0
Normal
0
552
28.524345
tcp
-
FIN
28
30
4,256
3,080
1.998293
31
29
1,151.016724
835.21637
7
7
1,056.025898
983.580187
107,654.6527
3,134.55975
255
3,959,841,045
3,967,375,409
255
0.000642
0.000513
0.000129
152
103
0
0
3
0
3
1
1
1
0
0
0
1
12
0
Normal
0
553
0.906254
tcp
-
FIN
16
18
1,540
1,644
36.413633
31
29
12,746.97852
13,709.18066
4
4
60.394068
53.107941
4,206.373308
122.982305
255
469,434,062
3,441,022,608
255
0.004261
0.003415
0.000846
96
91
0
0
14
0
9
14
1
8
0
0
0
15
8
0
Normal
0
554
0.681786
tcp
-
FIN
16
18
1,540
1,644
48.402285
31
29
16,943.73242
18,222.72656
4
4
45.380334
42.563563
2,794.605115
80.928164
255
2,044,523,860
1,013,483,093
255
0.000968
0.000766
0.000202
96
91
0
0
10
0
15
10
1
5
0
0
0
10
17
0
Normal
0
555
38.359707
tcp
-
FIN
24
24
2,024
4,312
1.225244
31
29
404.591217
861.946106
6
6
1,667.797158
1,667.78325
186,235.9418
5,659.184
255
2,136,905,457
4,282,640,689
255
0.00084
0.000675
0.000165
84
180
0
0
13
0
1
1
1
9
0
0
0
3
21
0
Normal
0
556
1.1553
tcp
-
FIN
16
18
1,540
1,644
28.564009
31
29
9,999.133789
10,753.91699
4
4
76.997932
67.894766
8,647.504952
190.452641
255
3,279,014,392
3,181,574,513
255
0.00199
0.00108
0.00091
96
91
0
0
13
0
12
13
1
5
0
0
0
14
10
0
Normal
0
557
36.549416
tcp
http
FIN
14
18
1,684
10,168
0.848167
31
29
342.331055
2,102.140381
3
5
2,811.467462
2,149.933588
232,671.4645
203,534.2165
255
3,459,001,555
1,310,510,828
255
0.000674
0.000535
0.000139
120
565
1
3,924
4
0
10
3
1
8
0
0
1
17
1
0
Normal
0
558
0.859491
tcp
-
FIN
16
18
1,540
1,644
38.394818
31
29
13,440.51367
14,455.06738
4
4
61.368859
48.51675
4,654.353926
102.043211
255
3,581,584,453
1,208,647,399
255
0.084999
0.083222
0.001777
96
91
0
0
16
0
17
15
1
5
0
0
0
15
16
0
Normal
0
559
1.244199
tcp
-
FIN
16
18
1,540
1,644
26.523088
31
29
9,284.688477
9,985.541016
4
4
81.537136
77.691438
5,482.890789
166.833891
255
1,204,525,001
3,158,697,168
255
0.00134
0.00113
0.00021
96
91
0
0
16
0
15
15
1
5
0
0
0
15
17
0
Normal
0
560
13.401156
tcp
-
FIN
80
80
4,654
72,810
11.864648
31
29
2,743.643799
42,921.66797
7
33
169.630931
169.62721
10,508.2184
10,663.51878
255
77,030,508
2,226,926,890
255
0.00074
0.000597
0.000143
58
910
0
0
4
0
14
1
1
2
0
0
0
5
13
0
Normal
0
561
1.090581
tcp
-
FIN
16
18
1,540
1,644
30.259099
31
29
10,592.51856
11,392.0918
4
4
72.683998
68.093375
5,674.527655
143.676656
255
3,354,103,005
985,819,080
255
0.001247
0.001086
0.000161
96
91
0
0
16
0
15
15
1
5
0
0
0
15
17
0
Normal
0
562
0.699538
tcp
-
FIN
16
18
1,540
1,644
47.173992
31
29
16,513.75586
17,760.29297
4
4
46.614999
39.709313
2,861.3554
86.942031
255
589,421,886
1,158,257,264
255
0.064362
0.064186
0.000176
96
91
0
0
16
0
11
15
1
5
0
0
0
15
11
0
Normal
0
563
0.705106
tcp
-
FIN
16
18
1,540
1,644
46.801472
31
29
16,383.35156
17,620.04492
4
4
46.933067
39.637648
2,769.098868
80.039336
255
2,869,912,106
1,029,840,444
255
0.031985
0.031265
0.00072
96
91
0
0
9
0
12
9
1
6
0
0
0
11
10
0
Normal
0
564
12.144221
tcp
http
FIN
14
18
1,684
10,168
2.552654
31
29
1,030.284302
6,326.630371
3
5
934.143135
758.977465
74,854.49085
67,427.15118
255
2,826,614,792
2,823,455,891
255
0.000724
0.000578
0.000146
120
565
1
3,924
1
0
14
1
1
1
0
0
1
5
1
0
Normal
0
565
0.793434
tcp
-
FIN
16
18
1,540
1,644
41.59136
31
29
14,559.49707
15,658.5166
4
4
52.868401
45.830625
3,332.771531
78.211414
255
926,972,074
1,257,243,900
255
0.061
0.060143
0.000857
96
91
0
0
9
0
11
9
1
2
0
0
0
11
11
0
Normal
0
566
0.027979
tcp
ftp
FIN
52
54
2,934
3,740
3,752.814673
31
29
822,902.875
1,049,644.375
11
15
0.564653
0.527615
45.808544
1.190129
255
1,914,583,603
4,060,963,351
255
0.000662
0.000539
0.000123
56
69
0
0
1
0
5
1
1
4
1
1
0
19
1
0
Normal
0
567
0.604703
tcp
-
FIN
16
18
1,540
1,644
54.572244
31
29
19,103.5918
20,545.62305
4
4
40.292734
30.026766
2,892.129657
116.956648
255
206,971,014
3,439,228,458
255
0.261932
0.09424
0.167692
96
91
0
0
4
0
17
4
1
2
0
0
0
4
16
0
Normal
0
568
0.008028
tcp
ftp-data
FIN
14
6
8,928
320
2,366.716592
31
29
8,262,083
266,068.7813
4
1
0.617538
1.4848
35.042929
2.662175
255
1,914,586,676
4,075,898,413
255
0.000607
0.000483
0.000124
638
53
0
0
2
0
5
1
1
4
0
0
0
19
2
0
Normal
0
569
0.606509
tcp
-
FIN
30
42
2,302
34,406
117.063396
31
29
29,361.47852
443,020.6563
5
15
22.450518
14.778659
1,861.653656
1,508.697884
255
857,036,794
3,185,966,556
255
0.00071
0.000581
0.000129
77
819
0
0
2
0
6
1
1
2
0
0
0
2
8
0
Normal
0
570
0.021074
tcp
-
FIN
16
18
1,540
1,644
1,565.910545
31
29
548,163.625
589,541.625
4
4
1.380533
1.211647
92.822131
2.091526
255
1,674,594,934
3,825,556,014
255
0.000597
0.000472
0.000125
96
91
0
0
17
0
14
5
1
7
0
0
0
19
13
0
Normal
0
571
1.529894
tcp
-
FIN
16
18
1,540
1,644
21.570122
31
29
7,550.850098
8,120.824219
4
4
101.9192
87.645
6,768.0781
173.880547
255
1,959,487,279
1,010,057,181
255
0.040749
0.039928
0.000821
96
91
0
0
7
0
1
5
1
2
0
0
0
5
1
0
Normal
0
572
1.442145
tcp
-
FIN
16
18
1,540
1,644
22.882581
31
29
8,010.290039
8,614.945312
4
4
89.199464
79.52382
6,129.438763
156.814125
255
2,101,941,525
3,221,431,113
255
0.15802
0.090239
0.067781
96
91
0
0
10
0
11
10
1
4
0
0
0
10
11
0
Normal
0
573
0.003869
tcp
http
FIN
8
10
1,052
824
4,393.900356
31
29
1,904,368.125
1,534,246.625
2
2
0.504143
0.372222
32.319439
0.672378
255
3,644,163,632
3,640,924,431
255
0.000641
0.000515
0.000126
132
82
1
83
4
0
7
3
1
3
0
0
1
17
2
0
Normal
0
574
1.002244
tcp
-
FIN
16
18
1,540
1,644
32.926114
31
29
11,526.13574
12,396.18262
4
4
64.207534
61.87525
4,820.234417
103.621383
255
3,587,325,262
1,143,838,247
255
0.013034
0.012235
0.000799
96
91
0
0
13
0
17
13
1
10
0
0
0
14
16
0
Normal
0
575
0.046092
tcp
-
FIN
30
42
2,302
34,406
1,540.397471
31
29
386,357.7188
5,829,558.5
5
15
1.634893
1.112317
91.118244
68.723559
255
1,494,584,700
1,497,920,171
255
0.000607
0.000484
0.000123
77
819
0
0
14
0
10
6
1
8
0
0
0
17
10
0
Normal
0
576
0.410978
tcp
ftp-data
FIN
6
8
320
1,826
31.631864
31
29
5,197.358398
31,106.28906
1
2
81.9788
55.705
5,103.092382
126.427813
255
1,444,521,372
3,461,429,250
255
0.052889
0.021042
0.031847
53
228
0
0
2
0
2
1
1
1
0
0
0
14
1
0
Normal
0
577
0.898092
tcp
-
FIN
16
18
1,540
1,644
36.744566
31
29
12,862.8252
13,833.77246
4
4
59.816532
52.797883
4,314.993455
130.671078
255
3,103,793,644
3,396,294,283
255
0.000649
0.000519
0.00013
96
91
0
0
13
0
17
13
1
10
0
0
0
14
16
0
Normal
0
578
0.019312
tcp
-
FIN
16
18
1,540
1,644
1,708.782113
31
29
598,177.3125
643,330.5625
4
4
1.266533
1.108941
77.294105
2.211913
255
1,494,585,487
3,648,007,101
255
0.00059
0.000457
0.000133
96
91
0
0
14
0
10
6
1
8
0
0
0
17
10
0
Normal
0
579
1.142646
tcp
-
FIN
16
18
1,540
1,644
28.880337
31
29
10,109.86816
10,873.00879
4
4
76.153064
65.46175
4,751.185864
126.462633
255
1,119,491,107
3,366,038,579
255
0.096031
0.095257
0.000774
96
91
0
0
13
0
17
13
1
10
0
0
0
14
16
0
Normal
0
580
1.23469
tcp
-
FIN
16
18
1,540
1,644
26.727358
31
29
9,356.195312
10,062.44531
4
4
88.169568
72.561352
5,915.048481
134.825844
255
3,587,327,189
1,034,044,776
255
0.00197
0.001146
0.000824
96
91
0
0
13
0
17
13
1
10
0
0
0
14
16
0
Normal
0
581
1.964015
tcp
http
FIN
14
18
1,684
10,168
15.783993
31
29
6,370.623535
39,119.86328
3
5
151.05238
115.477824
12,150.71217
10,634.14363
255
2,684,164,359
625,551,302
255
0.001012
0.000889
0.000123
120
565
1
3,924
3
0
9
2
1
2
0
0
1
3
5
0
Normal
0
582
0.872159
tcp
-
FIN
16
18
1,540
1,644
37.837137
31
29
13,245.29102
14,245.10938
4
4
58.071733
51.238
3,705.422736
90.756508
255
589,426,355
3,264,351,741
255
0.00123
0.001107
0.000123
96
91
0
0
16
0
11
15
1
5
0
0
0
15
11
0
Normal
0
583
1.392015
tcp
-
FIN
26
42
2,094
34,406
48.131666
31
29
11,574.58789
193,026.6563
5
15
55.663479
33.925465
3,270.006296
2,543.837086
255
2,869,908,244
3,094,735,461
255
0.001272
0.00107
0.000202
81
819
0
0
9
0
12
9
1
6
0
0
0
11
10
0
Normal
0
584
0.939115
tcp
-
FIN
16
18
1,540
1,644
35.139467
31
29
12,300.94336
13,229.47656
4
4
62.532667
62.569801
4,079.59019
113.052758
255
1,024,523,095
3,331,505,519
255
0.0007
0.000567
0.000133
96
91
0
0
7
0
6
5
1
4
0
0
0
5
8
0
Normal
0
585
3.277369
tcp
-
FIN
28
30
4,256
3,080
17.391999
31
29
10,017.79199
7,269.245605
7
7
121.370256
112.994586
6,420.983712
159.955641
255
1,877,036,063
4,113,719,644
255
0.000692
0.000525
0.000167
152
103
0
0
4
0
2
1
1
2
0
0
0
5
6
0
Normal
0
586
0.804833
tcp
-
FIN
16
18
1,540
1,644
41.002295
31
29
14,353.28809
15,436.74316
4
4
53.632601
45.124812
4,126.969893
164.798766
255
649,423,555
3,175,229,015
255
0.084515
0.082833
0.001682
96
91
0
0
14
0
15
14
1
5
0
0
0
15
17
0
Normal
0
587
7.676308
tcp
-
FIN
40
42
2,558
23,162
10.551947
31
29
2,600.208252
23,564.45313
7
14
196.81728
187.195241
11,679.04053
11,391.27785
255
3,779,839,660
1,430,683,452
255
0.001439
0.001297
0.000142
64
551
0
0
14
0
14
1
1
3
0
0
0
17
13
0
Normal
0
588
0.905766
tcp
-
FIN
16
18
1,540
1,644
36.433251
31
29
12,753.8457
13,716.56641
4
4
60.310134
56.58175
4,230.629266
126.623258
255
2,614,821,544
3,446,246,113
255
0.000657
0.000455
0.000202
96
91
0
0
14
0
9
14
1
8
0
0
0
15
8
0
Normal
0
589
0.854126
tcp
-
FIN
16
18
1,540
1,644
38.635987
31
29
13,524.93652
14,545.86328
4
4
60.977712
52.88525
3,903.892349
100.966844
255
2,734,811,918
1,076,051,682
255
0.075701
0.007959
0.067742
96
91
0
0
16
0
11
15
1
5
0
0
0
15
11
0
Normal
0
590
0.000965
udp
dns
CON
2
2
146
178
3,108.808246
31
29
605,181.3125
737,823.8125
0
0
0.001
0.008
0
0
0
0
0
0
0
0
0
73
89
0
0
2
0
5
2
1
3
0
0
0
12
1
0
Normal
0
591
1.413361
tcp
-
FIN
16
18
1,540
1,644
23.3486
31
29
8,173.425293
8,790.394531
4
4
94.201735
78.949586
5,242.708226
128.161531
255
926,974,719
3,223,240,281
255
0.072045
0.071217
0.000828
96
91
0
0
9
0
11
9
1
2
0
0
0
11
11
0
Normal
0
592
0.00335
udp
dns
CON
2
2
146
178
895.522416
31
29
174,328.3594
212,537.3125
0
0
0.001
0.002
0
0
0
0
0
0
0
0
0
73
89
0
0
2
0
9
2
1
3
0
0
0
12
2
0
Normal
0
593
0.776257
tcp
-
FIN
16
18
1,540
1,644
42.511695
31
29
14,881.66992
16,005.00879
4
4
51.685467
40.067824
3,106.753612
83.958508
255
724,524,640
3,155,435,981
255
0.095991
0.095103
0.000888
96
91
0
0
9
0
12
9
1
6
0
0
0
11
10
0
Normal
0
594
1.503188
tcp
-
FIN
16
18
1,540
1,644
21.953342
31
29
7,685
8,265.100586
4
4
107.219574
85.587586
6,360.84285
155.517422
255
999,489,103
3,122,430,554
255
0.049049
0.048193
0.000856
96
91
0
0
4
0
12
4
1
2
0
0
0
4
10
0
Normal
0
595
0.001034
udp
dns
CON
2
2
130
162
2,901.354085
31
29
502,901.375
626,692.5
0
0
0.008
0.007
0
0
0
0
0
0
0
0
0
65
81
0
0
3
0
9
3
1
4
0
0
0
19
2
0
Normal
0
596
0.939342
tcp
-
FIN
16
18
1,540
1,644
35.130974
31
29
12,297.96973
13,226.2793
4
4
62.600267
55.224648
4,014.14768
112.827687
255
1,024,523,935
1,187,289,664
255
0.000639
0.000514
0.000125
96
91
0
0
7
0
6
5
1
4
0
0
0
5
8
0
Normal
0
597
0.005913
tcp
ftp-data
FIN
8
12
424
8,824
3,213.258873
31
29
501,944.875
10,944,021
1
4
0.790571
0.495818
46.578868
24.978846
255
4,064,166,470
1,921,883,652
255
0.000572
0.000455
0.000117
53
735
0
0
2
0
5
1
1
4
0
0
0
19
2
0
Normal
0
598
1.576438
tcp
-
FIN
26
42
2,094
34,406
42.50088
31
29
10,220.50977
170,445.0156
5
15
65.669211
36.224634
4,571.024544
2,467.906935
255
2,269,907,988
3,146,435,119
255
0.092037
0.091227
0.00081
81
819
0
0
14
0
9
14
1
8
0
0
0
15
8
0
Normal
0
599
0.019966
tcp
-
FIN
16
18
1,540
1,644
1,652.809719
31
29
578,583.5625
622,257.8125
4
4
1.308933
1.146647
78.237407
2.283905
255
1,494,587,091
3,644,906,553
255
0.000594
0.000468
0.000126
96
91
0
0
14
0
10
6
1
8
0
0
0
17
10
0
Normal
0
600
8.102851
tcp
ssh
FIN
66
58
6,136
8,010
15.179842
31
29
5,967.282227
7,772.079102
14
17
124.659247
144.681172
27,049.43982
910.07025
255
1,131,999,461
1,132,303,424
255
0.000735
0.000576
0.000159
93
138
0
0
1
0
12
1
1
6
0
0
0
11
1
0
Normal
0