Datasets:
Mireu-Lab
/
UNSW-NB15

Dataset card Data Studio Files
xet
 Community
1
id
int64
1
82.3k
dur
float64
0
60
proto
stringclasses
131 values
service
stringclasses
13 values
state
stringclasses
7 values
spkts
int64
1
10.6k
dpkts
int64
0
11k
sbytes
int64
24
14.4M
dbytes
int64
0
14.7M
rate
float64
0
1M
sttl
int64
0
255
dttl
int64
0
253
sload
float64
0
5.27B
dload
float64
0
20.8M
sloss
int64
0
5.32k
dloss
int64
0
5.51k
sinpkt
float64
0
60k
dinpkt
float64
0
57.7k
sjit
float64
0
1.48M
djit
float64
0
463k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
dwin
int64
0
255
tcprtt
float64
0
3.82
synack
float64
0
3.23
ackdat
float64
0
2.93
smean
int64
24
1.5k
dmean
int64
0
1.5k
trans_depth
int64
0
131
response_body_len
int64
0
5.24M
ct_srv_src
int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
59
ct_src_dport_ltm
int64
1
59
ct_dst_sport_ltm
int64
1
38
ct_dst_src_ltm
int64
1
63
is_ftp_login
int64
0
2
ct_ftp_cmd
int64
0
2
ct_flw_http_mthd
int64
0
16
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
77,101
0.49994
tcp
-
FIN
10
6
534
268
30.0036
254
252
7,696.92334
3,584.430176
2
1
51.962889
84.977
2,727.340984
114.885063
255
3,074,379,263
3,889,471,008
255
0.129933
0.075052
0.054881
53
45
0
0
2
1
3
1
1
8
0
0
0
5
2
0
Normal
0
77,102
0.963155
tcp
-
FIN
10
6
534
268
15.573818
254
252
3,995.203369
1,860.552124
2
1
104.295
170.216594
6,158.635453
304.893375
255
2,332,373,163
2,275,164,747
255
0.193333
0.112071
0.081262
53
45
0
0
2
1
5
1
1
8
0
0
0
5
2
0
Normal
0
77,103
0.777193
tcp
-
FIN
10
6
534
268
19.300225
254
252
4,951.150879
2,305.733643
2
1
83.561556
128.791203
4,282.313098
206.814391
255
2,240,531,204
2,934,403,357
255
0.20034
0.133231
0.067109
53
45
0
0
2
1
5
1
1
11
0
0
0
5
2
0
Normal
0
77,104
1.266887
tcp
-
FIN
10
8
534
354
13.418719
254
252
3,037.366455
1,957.554321
2
1
140.765222
163.002719
9,882.008731
239.617344
255
3,178,104,220
802,191,149
255
0.179309
0.095849
0.08346
53
44
0
0
2
1
3
1
1
11
0
0
0
3
2
0
Normal
0
77,105
0.618818
tcp
-
FIN
10
6
534
268
24.239761
254
252
6,218.306641
2,895.843506
2
1
65.995444
105.348602
3,468.934556
174.760594
255
74,595,761
1,390,486,582
255
0.23717
0.092067
0.145103
53
45
0
0
5
1
6
1
1
17
0
0
0
6
5
0
Normal
0
77,106
0.541378
tcp
-
FIN
10
6
534
268
27.707072
254
252
7,107.787598
3,310.071533
2
1
55.835444
82.116602
2,926.786589
126.839281
255
1,472,212,607
2,894,756,116
255
0.176473
0.130792
0.045681
53
45
0
0
4
1
5
1
1
16
0
0
0
5
4
0
Normal
0
77,107
0.504395
tcp
-
FIN
10
6
534
268
29.738597
254
252
7,628.941406
3,552.770996
2
1
50.776889
85.998797
2,523.511155
120.18075
255
3,837,034,575
4,287,175,950
255
0.142379
0.074392
0.067987
53
45
0
0
5
1
1
1
1
17
0
0
0
1
5
0
Normal
0
77,108
0.667079
tcp
-
FIN
10
6
534
268
22.486093
254
252
5,768.432617
2,686.338623
2
1
70.554222
118.684203
3,633.675974
175.677469
255
2,120,013,747
2,882,767,192
255
0.160477
0.073652
0.086825
53
45
0
0
4
1
3
1
1
16
0
0
0
3
4
0
Normal
0
77,109
0.699127
tcp
-
FIN
10
6
534
268
21.455329
254
252
5,504.006836
2,563.196533
2
1
77.680778
108.189602
4,073.071474
193.535719
255
711,796,038
635,830,319
255
0.185133
0.130077
0.055056
53
45
0
0
4
1
4
1
1
16
0
0
0
5
4
0
Normal
0
77,110
0.708322
tcp
-
FIN
10
6
534
268
21.17681
254
252
5,432.557617
2,529.922852
2
1
73.45
120.102203
3,719.504322
177.759703
255
3,114,305,989
1,342,118,445
255
0.194664
0.107803
0.086861
53
45
0
0
4
1
4
1
1
16
0
0
0
4
4
0
Normal
0
77,111
0.681746
tcp
-
FIN
10
6
534
268
22.002329
254
252
5,644.331055
2,628.544922
2
1
71.738889
105.991602
3,755.064338
144.322578
255
1,282,447,933
1,890,485,903
255
0.274019
0.151779
0.12224
53
45
0
0
4
1
3
1
1
13
0
0
0
3
4
0
Normal
0
77,112
0.62698
tcp
-
FIN
10
6
534
268
23.924208
254
252
6,137.356934
2,858.145264
2
1
63.019444
107.022602
3,289.391178
155.732188
255
2,526,931,574
1,137,221,781
255
0.191601
0.091858
0.099743
53
45
0
0
4
1
5
2
1
13
0
0
0
5
4
0
Normal
0
77,113
0.465541
tcp
-
FIN
10
6
534
268
32.220577
254
252
8,265.652344
3,849.284912
2
1
47.823778
77.751203
2,487.448085
119.559766
255
1,584,686,141
379,689,837
255
0.150732
0.076784
0.073948
53
45
0
0
4
1
5
2
1
13
0
0
0
5
4
0
Normal
0
77,114
0.541514
tcp
-
FIN
10
6
534
268
27.700116
254
252
7,106.00293
3,309.240479
2
1
60.063222
88.349797
3,028.187255
135.207578
255
611,707,236
3,149,636,427
255
0.19768
0.099762
0.097918
53
45
0
0
4
1
4
1
1
13
0
0
0
4
4
0
Normal
0
77,115
0.620114
tcp
-
FIN
10
6
534
268
24.1891
254
252
6,205.310547
2,889.791016
2
1
67.109667
102.094602
3,466.947594
159.417875
255
2,025,067,630
119,135,441
255
0.183433
0.109638
0.073795
53
45
0
0
7
1
1
1
1
15
0
0
0
1
7
0
Normal
0
77,116
0.645192
tcp
-
FIN
10
8
534
354
26.348745
254
252
5,964.115723
3,843.816895
2
1
78.454126
77.886141
4,646.199531
122.918898
255
836,013,579
3,651,578,602
255
0.16387
0.099986
0.063884
53
44
0
0
7
1
5
3
2
15
0
0
0
5
7
0
Normal
0
77,117
0.360722
tcp
-
FIN
10
6
534
268
41.583268
254
252
10,667.49414
4,967.814453
2
1
36.424667
56.167
1,862.536127
74.093312
255
267,153,234
3,242,871,251
255
0.109271
0.079882
0.029389
53
45
0
0
7
1
5
3
1
15
0
0
0
5
7
0
Normal
0
77,118
0.645192
tcp
-
FIN
10
8
534
354
26.348745
254
252
5,964.115723
3,843.816895
2
1
78.454126
77.886141
4,646.199531
122.918898
255
836,013,579
3,651,578,602
255
0.16387
0.099986
0.063884
53
44
0
0
7
1
5
3
2
15
0
0
0
5
7
0
Normal
0
77,119
31.300133
tcp
-
FIN
20
12
1,068
536
0.990411
254
252
259.423828
125.750267
4
1
1,647.369316
2,838.4665
220,094.3006
8,735.675
255
1,033,442,102
1,330,226,172
255
0.138561
0.076991
0.06157
53
45
0
0
7
1
4
3
3
15
0
0
0
4
7
0
Normal
0
77,120
31.300133
tcp
-
FIN
20
12
1,068
536
0.990411
254
252
259.423828
125.750267
4
1
1,647.369316
2,838.4665
220,094.3006
8,735.675
255
1,033,442,102
1,330,226,172
255
0.138561
0.076991
0.06157
53
45
0
0
7
1
4
3
3
15
0
0
0
4
7
0
Normal
0
77,121
31.300133
tcp
-
FIN
20
12
1,068
536
0.990411
254
252
259.423828
125.750267
4
1
1,647.369316
2,838.4665
220,094.3006
8,735.675
255
1,033,442,102
1,330,226,172
255
0.138561
0.076991
0.06157
53
45
0
0
7
1
4
3
3
15
0
0
0
4
7
0
Normal
0
77,122
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.712
0
0
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,123
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.72
0
15.492026
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,124
0.842104
tcp
http
FIN
10
6
508
268
17.812526
254
252
4,351.006348
2,128.003174
2
1
87.584222
154.941
5,033.470464
227.286516
255
3,651,562,014
2,742,823,486
255
0.129135
0.067391
0.061744
51
45
1
0
2
1
2
1
1
2
0
0
1
1
2
0
Normal
0
77,125
0.538414
tcp
-
FIN
10
6
534
268
27.859602
254
252
7,146.916504
3,328.293945
2
1
59.736556
77.425602
3,244.170363
107.294672
255
511,923,759
1,608,986,201
255
0.254704
0.151283
0.103421
53
45
0
0
1
1
1
1
1
7
0
0
0
1
1
0
Normal
0
77,126
0.398768
tcp
-
FIN
10
6
534
268
37.615856
254
252
9,649.720703
4,493.84082
2
1
44.284556
61.665199
2,130.939372
83.457164
255
2,032,097,156
3,925,817,609
255
0.124467
0.090438
0.034029
53
45
0
0
6
1
4
3
1
9
0
0
0
4
6
0
Normal
0
77,127
0.660853
tcp
-
FIN
10
6
534
268
22.697936
254
252
5,822.777344
2,711.646729
2
1
68.646111
102.484797
3,516.195134
140.732078
255
3,811,321,815
2,746,628,009
255
0.242092
0.148423
0.093669
53
45
0
0
6
1
2
2
1
9
0
0
0
2
6
0
Normal
0
77,128
0.352437
tcp
-
FIN
10
6
534
268
42.560799
254
252
10,918.26367
5,084.59668
2
1
35.482444
57.476801
1,856.117184
84.567492
255
757,984,098
143,697,846
255
0.100418
0.065044
0.035374
53
45
0
0
6
1
2
2
1
9
0
0
0
2
6
0
Normal
0
77,129
0.628924
tcp
-
FIN
10
6
534
268
23.850258
254
252
6,118.38623
2,849.310791
2
1
65.741
105.239203
3,344.329525
159.063938
255
453,440,523
3,793,100,077
255
0.169799
0.10272
0.067079
53
45
0
0
6
1
1
1
1
9
0
0
0
1
6
0
Normal
0
77,130
0.885838
tcp
http
FIN
10
8
950
354
19.190868
254
252
7,721.502441
2,799.609131
2
1
98.426444
115.313
5,861.76427
153.124703
255
3,227,763,530
3,457,579,174
255
0.139904
0.078022
0.061882
95
44
1
0
6
1
1
1
1
5
0
0
1
1
5
0
Normal
0
77,131
0.473641
tcp
http
FIN
10
6
950
268
31.669555
254
252
14,441.31738
3,783.456299
2
1
48.131667
79.527
2,463.293306
118.935352
255
2,958,542,096
709,514,586
255
0.142187
0.076004
0.066183
95
45
1
0
6
1
1
1
1
5
0
0
1
1
5
0
Normal
0
77,132
0.618209
tcp
-
FIN
10
8
534
354
27.498791
254
252
6,224.432129
4,011.588379
2
1
64.747556
78.60257
4,238.823597
113.942188
255
892,748,200
3,370,942,325
255
0.126203
0.067982
0.058221
53
44
0
0
9
1
1
1
1
9
0
0
0
1
9
0
Normal
0
77,133
0.414375
tcp
http
FIN
10
6
758
268
36.199094
254
252
13,186.12305
4,324.584961
2
1
44.450778
72.997602
2,252.813752
108.41475
255
1,923,531,946
69,545,476
255
0.090209
0.049379
0.04083
76
45
1
0
2
1
1
1
1
2
0
0
1
1
2
0
Normal
0
77,134
0.41536
tcp
-
FIN
10
6
534
268
36.113251
254
252
9,264.25293
4,314.32959
2
1
42.216667
69.285797
2,147.241878
98.126258
255
2,500,487,761
2,998,085,207
255
0.12444
0.068922
0.055518
53
45
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,135
0.441687
tcp
-
FIN
10
6
534
268
33.960702
254
252
8,712.051758
4,057.171875
2
1
44.707222
69.882602
2,403.921489
103.781125
255
2,471,485,858
863,942,693
255
0.178883
0.092265
0.086618
53
45
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,136
0.568137
tcp
-
FIN
10
8
534
354
29.922361
254
252
6,773.01416
4,365.144531
2
1
60.227222
70.188
3,827.735343
111.811594
255
3,041,829,711
3,684,667,636
255
0.108066
0.076816
0.03125
53
44
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,137
0.488854
tcp
-
FIN
10
6
534
268
30.684008
254
252
7,871.471191
3,665.716309
2
1
51.888111
68.936797
2,928.953887
110.044547
255
1,188,247,175
2,597,467,254
255
0.235736
0.144165
0.091571
53
45
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,138
0.667947
tcp
http
FIN
10
6
758
268
22.456872
254
252
8,180.290039
2,682.847656
2
1
68.047111
121.978797
3,675.303562
173.112734
255
3,431,285,118
1,504,145,024
255
0.113647
0.058048
0.055599
76
45
1
0
2
1
1
1
1
2
0
0
1
1
2
0
Normal
0
77,139
0.400264
tcp
-
FIN
10
6
534
268
37.475267
254
252
9,613.655273
4,477.04541
2
1
39.875111
64.987398
2,332.884173
88.899633
255
3,321,195,001
1,234,700,421
255
0.118129
0.075319
0.04281
53
45
0
0
9
1
2
2
2
9
0
0
0
2
9
0
Normal
0
77,140
0.400264
tcp
-
FIN
10
6
534
268
37.475267
254
252
9,613.655273
4,477.04541
2
1
39.875111
64.987398
2,332.884173
88.899633
255
3,321,195,001
1,234,700,421
255
0.118129
0.075319
0.04281
53
45
0
0
9
1
2
2
2
9
0
0
0
2
9
0
Normal
0
77,141
0.439497
tcp
-
FIN
10
6
534
268
34.129926
254
252
8,755.463867
4,077.388428
2
1
46.313
65.048
2,466.452152
98.2945
255
2,096,689,488
2,140,022,135
255
0.180884
0.114254
0.06663
53
45
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,142
0.423465
tcp
-
FIN
10
6
534
268
35.422053
254
252
9,086.9375
4,231.754395
2
1
43.778111
68.454602
2,248.624428
104.521922
255
1,926,410,056
2,659,656,164
255
0.130248
0.081184
0.049064
53
45
0
0
9
1
2
2
1
9
0
0
0
2
9
0
Normal
0
77,143
0.584579
tcp
-
FIN
10
8
534
354
29.080758
254
252
6,582.515137
4,242.369141
2
1
60.411222
73.79343
4,029.812815
112.948047
255
1,269,187,761
1,875,704,326
255
0.106687
0.068024
0.038663
53
44
0
0
7
1
2
2
1
7
0
0
0
2
7
0
Normal
0
77,144
0.531624
tcp
-
FIN
10
8
534
354
31.977487
254
252
7,238.198242
4,664.951172
2
1
57.730889
63.261145
3,892.046452
108.699336
255
967,273,118
3,245,284,890
255
0.127188
0.088793
0.038395
53
44
0
0
7
1
2
2
1
7
0
0
0
2
7
0
Normal
0
77,145
0.258929
tcp
-
FIN
10
6
534
268
57.930935
254
252
14,861.21582
6,920.815918
2
1
26.585
45.38
1,339.415901
66.557891
255
2,099,123,025
1,587,459,499
255
0.083693
0.032011
0.051682
53
45
0
0
7
1
2
2
1
7
0
0
0
2
7
0
Normal
0
77,146
0.557456
tcp
-
FIN
10
8
534
354
30.495679
254
252
6,902.786621
4,448.78125
2
1
57.862667
70.862289
3,930.792539
127.488234
255
413,963,081
3,374,842,719
255
0.098071
0.061412
0.036659
53
44
0
0
7
1
2
2
1
7
0
0
0
2
7
0
Normal
0
77,147
0.24408
tcp
-
FIN
10
6
534
268
61.455259
254
252
15,765.32227
7,341.85498
2
1
24.96
42.308
1,268.265744
62.202195
255
2,937,888,031
158,408,335
255
0.048997
0.032531
0.016466
53
45
0
0
7
1
3
3
2
7
0
0
0
4
7
0
Normal
0
77,148
0.529293
tcp
-
FIN
10
6
534
268
28.339691
254
252
7,270.075195
3,385.648438
2
1
56.615444
95.386398
3,475.352661
168.297453
255
2,964,708,532
2,286,399,334
255
0.13786
0.052157
0.085703
53
45
0
0
7
1
3
3
1
7
0
0
0
4
7
0
Normal
0
77,149
0.24408
tcp
-
FIN
10
6
534
268
61.455259
254
252
15,765.32227
7,341.85498
2
1
24.96
42.308
1,268.265744
62.202195
255
2,937,888,031
158,408,335
255
0.048997
0.032531
0.016466
53
45
0
0
7
1
3
3
2
7
0
0
0
4
7
0
Normal
0
77,150
0.420579
tcp
-
FIN
10
6
534
268
35.66512
254
252
9,149.291992
4,260.792969
2
1
43.654333
74.579203
2,694.889923
121.869961
255
2,424,166,900
4,201,137,695
255
0.081091
0.047675
0.033416
53
45
0
0
10
1
2
2
1
10
0
0
0
2
10
0
Normal
0
77,151
0.231485
tcp
-
FIN
10
6
534
268
64.799017
254
252
16,623.10742
7,741.322754
2
1
23.514667
39.884398
1,175.82564
54.638855
255
1,110,314,064
41,026,966
255
0.08186
0.032054
0.049806
53
45
0
0
10
1
2
2
1
10
0
0
0
2
10
0
Normal
0
77,152
0.530438
tcp
-
FIN
10
8
534
354
32.048986
254
252
7,254.382324
4,675.381348
2
1
57.857333
71.933141
4,058.521506
117.655891
255
1,990,352,110
3,867,330,465
255
0.078197
0.026898
0.051299
53
44
0
0
10
1
3
3
2
10
0
0
0
3
10
0
Normal
0
77,153
0.530438
tcp
-
FIN
10
8
534
354
32.048986
254
252
7,254.382324
4,675.381348
2
1
57.857333
71.933141
4,058.521506
117.655891
255
1,990,352,110
3,867,330,465
255
0.078197
0.026898
0.051299
53
44
0
0
10
1
3
3
2
10
0
0
0
3
10
0
Normal
0
77,154
0.27967
tcp
-
FIN
10
6
534
268
53.634641
254
252
13,759.07324
6,407.551758
2
1
28.652889
46.275
1,655.981151
71.59
255
2,823,355,368
2,592,430,846
255
0.104384
0.048286
0.056098
53
45
0
0
10
1
1
1
1
10
0
0
0
1
10
0
Normal
0
77,155
0.363805
tcp
-
FIN
10
6
534
268
41.23088
254
252
10,577.09473
4,925.71582
2
1
40.422778
59.712398
2,040.911945
107.080469
255
2,932,897,032
3,792,556,336
255
0.068318
0.040627
0.027691
53
45
0
0
10
1
2
2
1
10
0
0
0
2
10
0
Normal
0
77,156
0.094569
udp
-
INT
4
0
178
0
31.72287
254
0
11,335.63867
0
0
0
31.523
0
44.568941
0
0
0
0
0
0
0
0
45
0
0
0
2
2
2
2
2
2
0
0
0
3
2
0
Normal
0
77,157
0.094569
udp
-
INT
4
0
178
0
31.72287
254
0
11,335.63867
0
0
0
31.523
0
44.568941
0
0
0
0
0
0
0
0
45
0
0
0
2
2
2
2
2
2
0
0
0
3
2
0
Normal
0
77,158
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.692
0
10.954515
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,159
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.728
0
0
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,160
0.000009
igmp
-
INT
2
0
180
0
111,111.1072
254
0
80,000,000
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
90
0
0
0
3
2
1
3
1
1
0
0
0
3
1
0
Normal
0
77,161
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
0
Normal
0
77,162
0.991528
tcp
-
FIN
18
12
6,076
678
29.247788
254
252
46,304.29297
5,018.51709
5
4
58.325178
76.773906
3,345.216951
117.725805
255
3,802,735,495
3,831,292,743
255
0.164418
0.107111
0.057307
338
57
0
0
3
1
2
1
1
2
0
0
0
1
2
0
Normal
0
77,163
1.167516
tcp
-
FIN
18
12
6,038
678
24.83906
254
252
39,077.83594
4,262.040039
5
4
68.677409
97.446547
4,183.020623
154.247422
255
3,753,339,298
499,715,957
255
0.130383
0.072119
0.058264
335
57
0
0
3
1
1
1
1
2
0
0
0
1
2
0
Normal
0
77,164
0.783787
tcp
-
FIN
18
10
6,054
556
34.448134
254
252
58,362.79297
5,113.634277
6
3
44.087705
82.421445
2,651.226744
120.111125
255
2,933,622,817
1,195,879,739
255
0.094798
0.041985
0.052813
336
56
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Normal
0
77,165
0.943102
tcp
-
FIN
16
12
5,936
678
28.628929
254
252
47,205.92188
5,276.205566
5
4
62.809666
77.182273
3,442.780683
120.303898
255
2,910,995,405
3,860,728,300
255
0.129386
0.094093
0.035293
371
57
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Normal
0
77,166
0.807763
tcp
-
FIN
18
10
6,022
556
33.425647
254
252
56,333.35547
4,961.851562
6
3
46.42106
82.412219
2,665.83381
115.221906
255
1,915,759,259
2,521,364,748
255
0.131672
0.06605
0.065622
335
56
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Normal
0
77,167
0.951388
tcp
-
FIN
18
12
6,096
642
30.48178
254
252
48,417.67969
4,952.763672
10
2
6,308.164556
9,463.883
839,362.9519
31,120.242
255
3,555,177,093
2,377,276,234
255
0.181983
0.093662
0.088321
339
54
0
0
5
1
2
2
2
5
0
0
0
2
5
0
Normal
0
77,168
0.951388
tcp
-
FIN
18
12
6,096
642
30.48178
254
252
48,417.67969
4,952.763672
10
2
6,308.164556
9,463.883
839,362.9519
31,120.242
255
3,555,177,093
2,377,276,234
255
0.181983
0.093662
0.088321
339
54
0
0
5
1
2
2
2
5
0
0
0
2
5
0
Normal
0
77,169
0.819908
tcp
-
FIN
18
10
6,038
556
32.930523
254
252
55,645.26563
4,888.353027
6
3
48.229881
81.926891
2,996.699355
127.919781
255
3,637,822,067
4,291,979,271
255
0.099496
0.064439
0.035057
335
56
0
0
5
1
1
1
1
5
0
0
0
2
5
0
Normal
0
77,170
0.901126
tcp
-
FIN
16
12
5,962
678
29.962513
254
252
49,626.79688
5,521.97998
5
4
60.075067
71.090906
3,431.832226
105.224898
255
219,384,911
1,667,312,910
255
0.158635
0.092995
0.06564
373
57
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Normal
0
77,171
0.857054
tcp
-
FIN
18
10
6,174
556
31.503266
254
252
54,428.30859
4,676.484863
6
3
50.414941
87.979891
2,940.350832
135.362047
255
4,177,813,739
3,439,415,080
255
0.124157
0.046304
0.077853
343
56
0
0
5
1
2
2
1
5
0
0
0
3
5
0
Normal
0
77,172
0.948026
tcp
-
FIN
16
12
5,994
678
28.480232
254
252
47,424.85938
5,248.80127
5
4
63.201732
82.134906
3,523.407335
117.504602
255
465,864,546
917,986,769
255
0.135652
0.043732
0.09192
375
57
0
0
5
1
2
2
1
5
0
0
0
3
5
0
Normal
0
77,173
1.028787
tcp
-
FIN
20
12
6,114
642
30.132573
254
252
45,171.64453
4,580.150879
6
3
53.167842
89.60582
3,544.939769
138.019313
255
4,002,170,325
3,017,177,480
255
0.091636
0.04312
0.048516
306
54
0
0
5
1
1
1
1
5
0
0
0
1
5
0
Normal
0
77,174
0.935016
tcp
-
FIN
20
10
6,114
556
31.015513
254
252
49,701.82422
4,286.557617
6
3
47.990474
93.078664
3,031.986963
139.731656
255
3,644,035,959
2,589,827,052
255
0.151634
0.0973
0.054334
306
56
0
0
6
1
1
1
1
6
0
0
0
1
5
0
Normal
0
77,175
1.169015
tcp
-
FIN
20
10
6,154
556
24.807208
254
252
40,013.17188
3,428.527344
5
2
5,455.47415
10,911.748
763,375.6473
32,373.932
255
1,844,644,955
90,929,790
255
0.151795
0.077914
0.073881
308
56
0
0
6
1
2
2
2
6
0
0
0
3
5
0
Normal
0
77,176
1.169015
tcp
-
FIN
20
10
6,154
556
24.807208
254
252
40,013.17188
3,428.527344
5
2
5,455.47415
10,911.748
763,375.6473
32,373.932
255
1,844,644,955
90,929,790
255
0.151795
0.077914
0.073881
308
56
0
0
6
1
2
2
2
6
0
0
0
3
5
0
Normal
0
77,177
1.342746
tcp
-
FIN
18
12
6,162
642
21.597532
254
252
34,675.21094
3,509.226562
5
2
6,092.910168
9,137.938
807,429.9021
29,922.546
255
1,456,152,594
827,164,838
255
0.096583
0.053056
0.043527
342
54
0
0
6
1
2
2
2
6
0
0
0
4
5
0
Normal
0
77,178
1.342746
tcp
-
FIN
18
12
6,162
642
21.597532
254
252
34,675.21094
3,509.226562
5
2
6,092.910168
9,137.938
807,429.9021
29,922.546
255
1,456,152,594
827,164,838
255
0.096583
0.053056
0.043527
342
54
0
0
6
1
2
2
2
6
0
0
0
4
5
0
Normal
0
77,179
1.027455
tcp
-
FIN
16
12
5,988
678
26.278524
254
252
43,711.89063
4,843.034668
5
4
68.496999
88.605
3,952.550923
118.591375
255
1,531,405,164
3,747,385,934
255
0.100749
0.052111
0.048638
374
57
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,180
0.905779
tcp
-
FIN
18
10
6,064
556
29.808596
254
252
50,590.70703
4,424.92041
6
3
52.555352
96.540781
3,606.116542
144.707188
255
2,613,906,283
3,459,150,618
255
0.093839
0.036908
0.056931
337
56
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,181
1.206722
tcp
-
FIN
18
12
6,140
678
24.032047
254
252
38,444.64453
4,123.567871
5
4
70.983646
95.468547
0
147.763141
255
2,294,289,378
113,523,290
255
0.205838
0.124632
0.081206
341
57
0
0
4
1
1
1
1
4
0
0
0
2
4
0
Normal
0
77,182
1.150799
tcp
-
FIN
18
12
6,094
678
25.199882
254
252
40,013.9375
4,323.952148
5
4
67.694061
98.40282
4,004.755711
140.578797
255
3,465,635,312
1,839,802,431
255
0.111034
0.052023
0.059011
339
57
0
0
4
1
1
1
1
4
0
0
0
2
4
0
Normal
0
77,183
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.04
0
0
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,184
0
arp
-
INT
1
0
46
0
0
0
0
0
0
0
0
60,000.04
0
0
0
0
0
0
0
0
0
0
46
0
0
0
1
2
1
1
1
1
0
0
0
1
1
1
Normal
0
77,185
1.22083
tcp
-
FIN
20
12
6,202
642
25.392562
254
252
38,609.80078
3,859.669434
6
3
62.232263
105.057094
4,032.128264
165.562016
255
1,859,178,166
2,051,896,368
255
0.103062
0.065197
0.037865
310
54
0
0
4
1
1
1
1
3
0
0
0
1
3
0
Normal
0
77,186
0.765731
tcp
-
FIN
16
10
3,426
556
32.648542
254
252
33,557.47656
5,234.214355
5
3
50.987133
78.542336
2,677.30896
112.703289
255
2,575,646,388
476,153,795
255
0.0922
0.058847
0.033353
214
56
0
0
4
1
1
1
1
3
0
0
0
1
3
0
Normal
0
77,187
1.192496
tcp
-
FIN
14
14
3,352
764
22.641586
254
252
20,883.92773
4,763.119141
4
4
91.730459
85.254234
5,479.25905
120.373516
255
332,647,573
45,080,421
255
0.125472
0.083455
0.042017
239
55
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,188
0.793967
tcp
-
FIN
14
12
3,336
678
31.487454
254
252
31,215.40234
6,267.262695
4
4
60.98531
68.150727
3,001.028977
78.722156
255
821,899,923
1,309,826,331
255
0.088281
0.044302
0.043979
238
57
0
0
4
1
1
1
1
4
0
0
0
2
4
0
Normal
0
77,189
1.059877
tcp
-
FIN
18
10
3,538
556
25.474653
254
252
25,225.56836
3,781.570801
5
3
62.309118
109.808891
3,472.011563
172.011906
255
579,823,954
4,022,266,689
255
0.113524
0.071594
0.04193
197
56
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,190
1.120856
tcp
-
FIN
16
12
3,440
642
24.088731
254
252
23,018.12109
4,203.929688
5
3
69.76553
94.395906
4,287.453629
129.471406
255
2,901,133,244
1,323,902,791
255
0.113189
0.082498
0.030691
215
54
0
0
4
1
1
1
1
4
0
0
0
2
4
0
Normal
0
77,191
1.119894
tcp
-
FIN
14
12
3,348
678
22.323541
254
252
22,209.24414
4,443.277344
4
4
86.14569
97.317906
4,423.594457
139.339781
255
1,742,303,072
98,262,036
255
0.122246
0.04857
0.073676
239
57
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,192
0.872566
tcp
-
FIN
16
10
3,446
556
28.651128
254
252
29,622.97461
4,593.349121
5
3
56.985599
89.843445
3,002.390245
115.756508
255
2,540,635,937
3,495,210,954
255
0.112292
0.063966
0.048326
215
56
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,193
1.039914
tcp
-
FIN
14
14
3,326
764
25.963685
254
252
23,763.50391
5,461.990234
4
4
79.993385
73.340539
4,380.75582
102.478828
255
3,662,555,500
1,410,283,493
255
0.126461
0.085808
0.040653
238
55
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,194
1.062506
tcp
-
FIN
16
12
3,446
642
25.411622
254
252
24,327.39258
4,434.798828
5
3
68.835136
92.592453
3,951.540268
135.055969
255
2,793,421,026
3,690,118,534
255
0.095767
0.043988
0.051779
215
54
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,195
1.090524
tcp
-
FIN
16
12
3,468
642
24.758741
254
252
23,856.42188
4,320.858887
5
3
72.701598
92.84382
4,094.137671
134.857969
255
1,812,270,956
3,086,615,360
255
0.138956
0.068488
0.070468
217
54
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,196
0.792533
tcp
-
FIN
16
10
3,428
556
31.544429
254
252
32,442.81445
5,057.202637
5
3
50.3012
77.87
2,754.074861
106.022984
255
4,004,431,168
3,215,785,289
255
0.123195
0.091695
0.0315
214
56
0
0
4
1
2
2
2
4
0
0
0
2
4
0
Normal
0
77,197
0.792533
tcp
-
FIN
16
10
3,428
556
31.544429
254
252
32,442.81445
5,057.202637
5
3
50.3012
77.87
2,754.074861
106.022984
255
4,004,431,168
3,215,785,289
255
0.123195
0.091695
0.0315
214
56
0
0
4
1
2
2
2
4
0
0
0
2
4
0
Normal
0
77,198
0.989131
tcp
-
FIN
14
12
3,284
678
25.274712
254
252
24,668.11914
5,030.678711
4
4
76.087002
77.65618
3,734.219211
116.973672
255
3,664,703,989
1,977,434,238
255
0.187435
0.112143
0.075292
235
57
0
0
4
1
1
1
1
4
0
0
0
1
4
0
Normal
0
77,199
1.078458
tcp
-
FIN
16
12
3,430
642
25.035747
254
252
23,856.28516
4,369.201172
5
3
70.454734
90.592367
3,933.526724
166.910359
255
834,319,960
2,497,209,131
255
0.107842
0.081941
0.025901
214
54
0
0
5
1
1
1
1
4
0
0
0
2
4
0
Normal
0
77,200
1.352836
tcp
-
FIN
18
12
3,572
642
21.436449
254
252
19,952.16016
3,483.053467
4
4
5,422.920164
8,132.0495
717,619.7871
26,579.746
255
374,501,838
2,212,812,249
255
0.209701
0.142316
0.067385
198
54
0
0
5
1
2
2
2
4
0
0
0
2
4
0
Normal
0