netgoat-ai/GoatAI
Tabular Classification
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Updated
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47
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Flow Duration
float64 | Total Fwd Packets
int64 | Total Backward Packets
int64 | Packet Length Mean
float64 | Flow IAT Mean
float64 | Fwd Flag Count
int64 | Label
int64 |
|---|---|---|---|---|---|---|
1,999
| 31,284
| 4
| 1,187.328619
| 213.223608
| 1
| 1
|
652
| 34,117
| 2
| 1,209.162648
| 27.329974
| 1
| 1
|
10,642,487
| 97
| 128
| 370.896077
| 91,834.093369
| 0
| 0
|
29,761,508
| 23
| 70
| 242.419604
| 86,165.461326
| 0
| 0
|
6,302
| 34,831
| 0
| 1,192.123745
| 90.34327
| 1
| 1
|
35,828,092
| 81
| 100
| 316.374265
| 170,986.039356
| 0
| 0
|
42,573,752
| 57
| 104
| 714.807905
| 193,798.24982
| 0
| 0
|
26,031,152
| 37
| 61
| 248.697286
| 55,540.835295
| 0
| 0
|
48,642,937
| 94
| 141
| 650.638321
| 141,071.154022
| 0
| 0
|
56,150,588
| 66
| 72
| 749.840215
| 57,725.871801
| 0
| 0
|
6,215
| 13,872
| 1
| 1,211.099846
| 198.981841
| 1
| 1
|
122
| 25,149
| 1
| 1,208.52722
| 24.730772
| 1
| 1
|
55,287,679
| 45
| 78
| 240.030276
| 163,333.382442
| 0
| 0
|
29,394,843
| 94
| 112
| 689.303173
| 80,641.060649
| 0
| 0
|
6,155
| 8,971
| 1
| 1,204.604579
| 255.346947
| 1
| 1
|
3,342
| 37,962
| 4
| 1,210.887882
| 138.057215
| 1
| 1
|
26,742,207
| 86
| 97
| 399.564134
| 163,524.716941
| 0
| 0
|
1,526,745
| 73
| 85
| 485.93202
| 108,530.836294
| 0
| 0
|
26,112,358
| 47
| 71
| 367.725929
| 127,355.900606
| 0
| 0
|
43,841,820
| 52
| 67
| 573.740937
| 122,584.235713
| 0
| 0
|
815
| 47,381
| 3
| 1,193.816196
| 19.722917
| 1
| 1
|
37,130,472
| 68
| 114
| 147.406417
| 7,273.402252
| 0
| 0
|
29,858,445
| 80
| 118
| 1,175.978596
| 72,894.756651
| 0
| 0
|
36,243,072
| 66
| 81
| 536.946636
| 89,837.166757
| 0
| 0
|
22,368,996
| 49
| 76
| 488.064469
| 130,198.798338
| 0
| 0
|
9,376
| 32,903
| 0
| 1,202.481479
| 185.603197
| 1
| 1
|
36,456,380
| 44
| 68
| 355.269413
| 103,160.604374
| 0
| 0
|
22,466,234
| 71
| 77
| 559.324098
| 98,600.325999
| 0
| 0
|
8,089,615
| 45
| 62
| 697.97389
| 51,392.786909
| 0
| 0
|
4,313
| 12,838
| 3
| 1,195.042148
| 24.421331
| 1
| 1
|
6,248
| 14,839
| 4
| 1,208.753908
| 10.886988
| 1
| 1
|
1,992
| 3,594
| 4
| 1,208.194217
| 45.161572
| 1
| 1
|
1,923
| 14,054
| 2
| 1,199.785889
| 192.181634
| 1
| 1
|
5,059
| 4,157
| 0
| 1,196.001587
| 38.347787
| 1
| 1
|
3,232
| 39,783
| 2
| 1,194.790187
| 117.032347
| 1
| 1
|
24,082,795
| 30
| 62
| 459.871805
| 125,910.446856
| 0
| 0
|
2,403,795
| 28
| 49
| 285.907454
| 59,951.372261
| 0
| 0
|
28,256,719
| 55
| 65
| 430.247622
| 58,330.078288
| 0
| 0
|
48,064,816
| 24
| 69
| 277.461602
| 132,653.955142
| 0
| 0
|
11,941,906
| 19
| 62
| 541.760544
| 170,789.301656
| 0
| 0
|
29,979,297
| 40
| 46
| 404.664436
| 138,520.208429
| 0
| 0
|
8,499
| 15,469
| 1
| 1,195.049343
| 17.990293
| 1
| 1
|
3,681
| 10,909
| 1
| 1,205.460746
| 99.291241
| 1
| 1
|
46,682,787
| 51
| 72
| 466.802336
| 103,004.019049
| 0
| 0
|
2,513
| 34,827
| 1
| 1,210.799271
| 66.943665
| 1
| 1
|
51,730,860
| 67
| 99
| 275.622797
| 23,897.77488
| 0
| 0
|
5,991
| 37,147
| 1
| 1,196.081073
| 95.629596
| 1
| 1
|
54,180,545
| 14
| 58
| 297.995702
| 55,275.732235
| 0
| 0
|
21,592,499
| 90
| 135
| 589.875845
| 88,488.878412
| 0
| 0
|
9,074
| 8,453
| 1
| 1,206.278009
| 21.848941
| 1
| 1
|
8,697,560
| 89
| 96
| 597.949024
| 50,919.483881
| 0
| 0
|
31,183,731
| 81
| 104
| 641.758603
| 199,786.13347
| 0
| 0
|
7,088
| 27,258
| 2
| 1,190.659231
| 19.810336
| 1
| 1
|
1,844
| 5,803
| 2
| 1,193.934957
| 32.133754
| 1
| 1
|
9,396
| 45,333
| 4
| 1,191.007191
| 106.018074
| 1
| 1
|
2,998,696
| 49
| 65
| 363.547696
| 105,790.689074
| 1
| 0
|
41,105,793
| 83
| 121
| 840.771679
| 88,763.874116
| 0
| 0
|
51,022,631
| 57
| 86
| 663.113548
| 118,167.323191
| 1
| 0
|
3,037
| 6,390
| 3
| 1,183.554766
| 220.327131
| 1
| 1
|
36,438,380
| 61
| 108
| 617.70745
| 202,156.614035
| 0
| 0
|
962
| 28,981
| 1
| 1,211.79252
| 1.159526
| 1
| 1
|
6,736
| 39,176
| 2
| 1,194.93643
| 239.463899
| 0
| 1
|
4,117
| 48,062
| 1
| 1,202.744975
| 43.055243
| 1
| 1
|
58,542,553
| 30
| 41
| 412.313558
| 153,498.535163
| 0
| 0
|
9,819
| 12,626
| 3
| 1,186.798049
| 65.898128
| 1
| 1
|
8,801
| 30,848
| 4
| 1,205.910833
| 74.046021
| 0
| 1
|
32,301,650
| 86
| 132
| 609.64311
| 2,571.902164
| 1
| 0
|
16,347,780
| 67
| 113
| 597.870769
| 72,202.045932
| 0
| 0
|
6,928
| 36,320
| 4
| 1,188.842498
| 114.277418
| 1
| 1
|
25,569,858
| 82
| 93
| 383.369823
| 205,017.7176
| 0
| 0
|
7,763
| 916
| 1
| 1,200.762159
| 9.30967
| 0
| 1
|
4,202
| 5,779
| 1
| 1,204.210793
| 124.365731
| 1
| 1
|
14,860,792
| 91
| 116
| 327.335774
| 159,271.205275
| 0
| 0
|
36,603,699
| 44
| 68
| 495.709511
| 131,213.76682
| 0
| 0
|
6,576
| 40,487
| 0
| 1,202.262402
| 515.86031
| 1
| 1
|
28,961,567
| 51
| 61
| 577.188906
| 173,132.975661
| 0
| 0
|
182
| 4,845
| 3
| 1,190.125012
| 12.637862
| 1
| 1
|
45,998,256
| 38
| 79
| 490.554508
| 81,167.790489
| 0
| 0
|
4,061
| 36,356
| 4
| 1,210.816549
| 284.373985
| 1
| 1
|
34,477,417
| 69
| 104
| 337.713814
| 76,433.159597
| 0
| 0
|
1,197
| 4,215
| 3
| 1,220.940959
| 73.35415
| 1
| 1
|
8,331
| 36,943
| 1
| 1,194.079069
| 189.956391
| 1
| 1
|
387,176
| 27
| 40
| 581.277672
| 80,520.095711
| 0
| 0
|
3,509
| 39,124
| 0
| 1,207.04046
| 30.051226
| 1
| 1
|
13,834,582
| 93
| 141
| 414.65433
| 2,076.391507
| 0
| 0
|
6,575
| 3,609
| 4
| 1,200.344124
| 292.544699
| 1
| 1
|
2,634
| 44,764
| 1
| 1,194.345084
| 11.747705
| 1
| 1
|
36,664,911
| 60
| 96
| 495.678038
| 97,060.896293
| 0
| 0
|
9,849
| 48,662
| 2
| 1,199.555613
| 94.49433
| 1
| 1
|
1,910,469
| 21
| 45
| 375.651392
| 62,195.57546
| 0
| 0
|
55,332,270
| 75
| 113
| 486.704224
| 75,084.796912
| 0
| 0
|
26,203,827
| 79
| 91
| 475.553843
| 147,351.330702
| 0
| 0
|
2,708,826
| 38
| 85
| 805.32676
| 62,944.189824
| 0
| 0
|
3,536,250
| 92
| 126
| 374.142826
| 91,407.671933
| 0
| 0
|
1,080
| 3,086
| 3
| 1,186.723294
| 32.249999
| 0
| 1
|
2,515
| 46,796
| 4
| 1,208.175956
| 84.335832
| 1
| 1
|
35,126,362
| 12
| 30
| 41.264112
| 114,299.263248
| 0
| 0
|
1,482
| 35,324
| 3
| 1,208.399033
| 151.096903
| 1
| 1
|
57,035,161
| 39
| 57
| 470.231143
| 74,831.594627
| 0
| 0
|
8,175
| 18,777
| 4
| 1,179.366135
| 52.702453
| 1
| 1
|
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Size of downloaded dataset files:
568 MB
Size of the auto-converted Parquet files:
326 MB
Number of rows:
10,000,000
Models trained or fine-tuned on netgoat-ai/SynthDDoS