Destination Port
int64
Flow Duration
int64
Total Fwd Packets
int64
Total Backward Packets
int64
Total Length of Fwd Packets
int64
Total Length of Bwd Packets
int64
Fwd Packet Length Max
int64
Fwd Packet Length Min
int64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
int64
Bwd Packet Length Min
int64
Bwd Packet Length Mean
float64
Bwd Packet Length Std
float64
Flow Bytes/s
float64
Flow Packets/s
float64
Flow IAT Mean
float64
Flow IAT Std
float64
Flow IAT Max
int64
Flow IAT Min
int64
Fwd IAT Total
int64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
int64
Fwd IAT Min
int64
Bwd IAT Total
int64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
int64
Bwd IAT Min
int64
Fwd PSH Flags
int64
Bwd PSH Flags
int64
Fwd URG Flags
int64
Bwd URG Flags
int64
Fwd Header Length
int64
Bwd Header Length
int64
Fwd Packets/s
float64
Bwd Packets/s
float64
Min Packet Length
int64
Max Packet Length
int64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
int64
SYN Flag Count
int64
RST Flag Count
int64
PSH Flag Count
int64
ACK Flag Count
int64
URG Flag Count
int64
CWE Flag Count
int64
ECE Flag Count
int64
Down/Up Ratio
int64
Average Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Header Length.1
int64
Fwd Avg Bytes/Bulk
int64
Fwd Avg Packets/Bulk
int64
Fwd Avg Bulk Rate
int64
Bwd Avg Bytes/Bulk
int64
Bwd Avg Packets/Bulk
int64
Bwd Avg Bulk Rate
int64
Subflow Fwd Packets
int64
Subflow Fwd Bytes
int64
Subflow Bwd Packets
int64
Subflow Bwd Bytes
int64
Init_Win_bytes_forward
int64
Init_Win_bytes_backward
int64
act_data_pkt_fwd
int64
min_seg_size_forward
int64
Active Mean
float64
Active Std
float64
Active Max
int64
Active Min
int64
Idle Mean
float64
Idle Std
float64
Idle Max
int64
Idle Min
int64
Label
string
old_label
string
label
string
51,493
-85,748
1
1
756
20
-104
6
5.452837
-6.323673
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6
5.009389
0.417888
464,658.867124
102,345.154628
-6,342.820253
270,122.08417
12,705
13
-5,695
-30,734.977254
-1,894.648594
-13,567
-7,135
167,027
25,066.755598
-7,137.205493
-20,087
4,544
0
0
0
0
22
17
27,546.203922
47,907.054431
6
-213
11.774384
20.310255
-22,123.781852
0
0
0
0
1
1
0
0
1
13.339752
-1.670191
5.773511
25
0
0
0
0
0
0
1
224
1
13
110
400
0
20
-20.432974
19.0064
-80
-6
5,908.75047
-15.06957
-860
-2,386
Bot
Synthetic
Botnet
8,197
955,901
1
3
45
4
82
6
-38.361798
-13.665625
128
6
6.672456
-0.581216
27,422.520666
34,142.368319
28,808.179601
34,932.882866
10,571
553
1,143,056
12,694.418602
7,340.637261
309,634
-7,461
-18,943
2,535.19522
10,654.135389
543,078
4,834
0
0
0
0
93
52
16,425.835281
1,859.158099
6
245
1.284686
29.59343
416.284897
0
0
0
0
0
0
0
0
1
3.754022
-0.549069
4.66783
88
0
0
0
0
0
0
4
422
1
127
349
24
0
20
-45.679961
-4.743732
-128
9
9,979.0936
-11.765369
4,171
-7,242
Bot
Synthetic
Botnet
7,856
106,903
3
4
200
19
61
0
43.828962
90.495482
133
0
5.303916
72.59126
51,037.956303
10,539.510066
2,470.639575
279,303.834766
82,924
528
-10,112
34,383.031867
156,986.493287
481,362
-2,358
-8,464
43,068.883624
40,458.476635
60,917
1,560
0
0
0
0
693
72
2,068.444843
-619.107188
0
-47
39.191328
-8.800676
43,502.092627
0
0
0
1
0
0
0
0
1
11.482814
-8.62847
5.580304
94
0
0
0
0
0
0
3
357
3
18
8,016
195
4
28
25.467653
-17.836859
8
-28
838.90978
-16.331846
-8,606
-3,005
Bot
Synthetic
Botnet
6,928
182,278
4
3
77
138
66
0
50.977215
48.237726
6
0
43.708219
72.102944
-49,516.421076
1,784.095408
1,912.095136
-10,638.065674
485,122
5
96,160
25,014.086582
29,522.875822
489,841
-4,624
51,487
41,825.019552
52,775.081121
106,790
530,991
0
0
0
0
94
59
2,536.402221
-1,273.292528
0
-30
12.880077
28.745272
7,335.044865
0
0
0
1
0
0
0
0
0
45.98316
-6.405957
44.698715
93
0
0
0
0
0
0
3
-251
3
134
7,947
181
3
20
98.998592
-18.800254
-58
-19
-4,309.029716
-12.777788
7,473
1,962
Bot
Synthetic
Botnet
7,816
-9,186
5
1
-375
11
155
0
-24.876545
111.699047
129
0
47.270222
71.062489
45,097.908903
5,422.129365
22,812.241515
3,921.264376
520,507
-23
1,190,792
31,315.374939
6,221.66516
9,052
-489
1,020,244
479,807.390276
7,623.474003
519,920
1,457
0
0
0
0
116
72
1,368.298049
-4,306.165798
0
51
2.493807
31.653592
-10,063.294598
0
0
0
1
0
0
0
0
0
10.763669
1.090701
6.709445
91
0
0
0
0
0
0
3
127
3
141
8,245
326
0
20
5.190112
8.652943
-56
-76
-5,791.3537
36.321383
-5,218
1,081
Bot
Synthetic
Botnet
8,158
173,420
4
3
643
131
210
0
75.270385
78.913915
122
0
42.674257
71.800678
6,888.773771
-3,063.530258
-12,260.335417
250,711.218896
57,060
265
22,193
545,493.236091
-9,568.908267
52,521
481,757
169,200
24,228.860509
34,118.217618
81,675
10,347
0
0
0
0
93
83
-1,471.259468
1,362.596516
0
241
12.133501
64.86614
15,021,432.645496
0
0
0
1
0
0
0
0
0
218.49086
61.767815
48.00732
94
0
0
0
0
0
0
4
-126
3
136
8,374
267
3
20
22.457679
-15.057265
61
-13
-1,875.708963
-15.491671
1,612
-396
Bot
Synthetic
Botnet
8,660
114,087
4
3
636
129
32,930
0
62.511326
82.508773
128
0
44.670257
70.60432
33,861.953051
-1,442.188201
22,024.246478
4,981.723673
15,143
4
195,852
26,964.575616
113,819.428755
54,648
-11,669
73,883
45,430.576361
65,471.088015
73,359
-6,133
0
0
0
0
89
81
-3,241.454795
66.691131
0
240
36.158099
88.737538
3,305.88427
0
0
0
1
0
0
0
0
0
59.194683
113.987809
44.553754
92
0
0
0
0
0
0
4
387
3
124
8,345
332
3
20
-106.946185
-22.013965
-119
-60
5,016.584453
-36.020802
2,469
3,981
Bot
Synthetic
Botnet
7,324
1,193,197
3
4
1
128
325
0
75.279971
92.353242
122
0
43.37303
75.55694
35,026.796007
876.317677
22,382.217594
25,200.447638
46,892
-50
143,528
-13,989.350991
31,194.937737
70,712
-10,684
125,468
24,244.687228
43,183.663371
53,725
546,144
0
0
0
0
90
73
-410.405705
105.253916
0
23,767
54.5799
86.422064
26,438.221592
0
0
0
1
0
0
0
0
0
38.378706
81.966517
36.35101
92
0
0
0
0
0
0
4
-548
3
130
8,218
121
3
20
-64.240067
-13.760361
-104
-31
10,823.913942
-36.007644
-7,098
-5,151
Bot
Synthetic
Botnet
54,909
-35,071
4
3
189
16
23
0
22.058326
-3.93258
129
6
6.741387
-0.074006
34,439.588836
2,501.763682
10,416.514228
7,608.02501
543,857
511
1,163,032
20,288.551528
542.076491
491,695
3,298
-8,822
22,051.46835
5,084.678241
483,268
499,905
0
0
0
0
93
58
-1,567.235467
-1,604.210202
0
199
8.254761
-11.423695
-25,922.588881
0
0
0
1
0
0
0
0
1
1.761283
-0.993606
6.923136
20
0
0
0
0
0
0
4
119,889
3
144
8,333
255
0
20
-47.465263
15.979706
50
22
1,012.335933
2.262776
9,887
11,095
Bot
Synthetic
Botnet
50,073
831,892
1
1
-366
9
-56
6
-37.526773
15.880223
8
6
4.745597
0.420032
345,096.71476
671,136.746578
6,603.244202
11,104.541519
-6,432
-7
194,370
459,487.53413
-1,745.406837
-5,938
-2,157
114,591
-12,732.354114
5,276.995847
6,358
1,600
0
0
0
0
17
227
351,945.313418
15,012.254502
6
-156
6.342884
2.247451
-57,772.80311
0
0
0
0
1
1
0
0
1
4.000698
-10.242876
5.603487
18
0
0
0
0
0
0
1
-6
1
15
65
-47
0
20
36.117904
-26.240995
77
42
-1,193.060895
2.826966
4,730
12,429
Bot
Synthetic
Botnet
7,792
1,061,884
3
3
549
133
166
0
48.717593
91.843911
134
0
43.192862
74.92841
-1,288.805403
6,889.485687
200,595.666917
309,767.071403
518,119
454
50,433
15,897.875564
146,877.252195
68,619
56
-55,429
68,077.914509
31,387.857008
70,585
6,505
0
0
0
0
95
61
-3,962.670197
-4,501.76134
0
186
53.705366
73.098216
31,410.308585
0
0
0
1
0
0
0
0
0
47.571953
24.780846
36.138835
93
0
0
0
0
0
0
4
856
3
140
8,268
2
3
20
37.490177
-9.533512
3
53
1,275.476891
-25.834842
-6,395
15,272
Bot
Synthetic
Botnet
7,665
118,033
4
3
195
125
218
0
65.68105
79.216798
133
0
43.417325
69.13018
-1,206.943075
3,277.373383
13,416.324657
19,183.252198
60,271
74
-2,075
43,811.251685
50,512.03241
88,836
-4,615
-80,029
510,360.867495
64,352.586104
21,484
1,341
0
0
0
0
90
61
2,474.613707
-1,979.203146
0
283
63.382926
32.100325
44,365.337567
0
0
0
1
0
0
0
0
0
59.844311
50.647891
45.669833
94
0
0
0
0
0
0
4
371
3
124
8,217
283
3
28
10.270571
-18.656481
68
14
5,759.818567
-18.887571
-7,146
-1,092
Bot
Synthetic
Botnet
48,457
17,581
1
1
-589
26
82
6
-44.031035
-3.643549
6
6
6.03817
-2.123452
287,404.748295
59,248.351083
-10,966.804047
-8,694.084132
13,436
-60
-57,157
-49,743.0879
-5,893.955717
-9,116
-689
104,801
-4,735.810158
-5,510.589682
-9,798
-7,493
0
0
0
0
16
28
58,663.840754
23,557.002272
6
-136
17.975053
-4.092858
26,289.283033
0
0
0
0
1
1
0
0
1
14.667544
31.533391
5.094675
16
0
0
0
0
0
0
1
-230
1
4
648
530
0
20
57.453805
-2.568614
53
-53
-550.841031
28.444682
-12,782
-2,258
Bot
Synthetic
Botnet
50,103
1,015,420
3
1
-796
21
11
0
21.727916
-9.657461
2
6
5.697737
-0.486774
252,525.953567
48,949.296854
2,146.197727
-430.585706
8,007
44
1,034,796
-28,309.037323
-5,782.428509
14,917
13,412
1,122,579
-10,033.675344
2,850.869514
23,082
1,940
0
0
0
0
21
50
665.920498
13,269.573492
6
1
14.467946
3,569.494525
3,396.061814
0
0
0
0
1
1
0
0
1
-1.854977
-5.533654
4.691098
20
0
0
0
0
0
0
1
384
1
20
31
21
0
20
-14.875357
13.603639
42
25
9,930.852967
-33.143509
5,103
-13,083
Bot
Synthetic
Botnet
8,095
14,665
4
4
578
579
104
0
53.157002
6.203636
6
0
13.354371
54.061688
-24,135.309354
4,223.116283
5,110.144848
28,321.3497
288,590
3
122,753
24,639.2185
-6,728.613348
119,816
2,235
163,578
552,385.298183
75,622.458219
97,800
484,904
0
0
0
0
89
64
44,577.259437
1,787.764121
6
48
3.993318
17.819268
16,170.900394
0
0
0
1
0
0
0
0
1
1,652.588817
1.278696
5.83203
91
0
0
0
0
0
0
4
613
3
378
8,270
253
0
20
14.985389
6.840567
-109
-16
18,513.660686
-2.227547
-1,385
-1,752
Bot
Synthetic
Botnet
2,821
1,039,559
21
3
307
14
-161
6
-18.051279
-8.487515
9
6
5.396094
-0.877874
117,317.718379
-563.315808
212,057.547352
273,855.691709
11,215
-26
-7,863
7,075.419259
7,248.05102
-395
469,966
-10,746
535,697.804854
630.435037
496,913
513,755
0
0
0
0
26
55
363,798.141405
224,706.436831
0
143
1.180792
7.923069
-4,221.409185
0
0
0
0
0
1
0
0
1
-13.249593
-6.255626
6.617445
486
0
0
0
0
0
0
1
-13
0
19
8,317
146
0
28
-72.125377
11.119876
-5
28
5,572.548056
-2.571353
-8,181
5,391
Bot
Synthetic
Botnet
7,710
1,147,479
3
3
115
16
53
0
-13.222029
-11.522963
4
0
7.807609
0.269161
-167.195496
52.807336
2,677.046894
31,478.040962
471,602
670
1,000,995
4,082.661703
975.519697
205,497
498,070
1,100,870
-1,674.413427
2,229.15865
461,156
-10,522
0
0
0
0
92
48
-545.460113
778.11691
0
108
4.900087
9.276912
26,419.284437
0
0
0
1
0
0
0
0
1
3.199414
44.461875
6.337396
89
0
0
0
0
0
0
4
437
3
12
8,164
154
0
20
-1.166607
18.373172
-62
45
2,383.586371
-19.589077
-11,775
-4,331
Bot
Synthetic
Botnet
7,566
213,168
4
3
114
125
202
0
93.129044
104.949984
127
0
44.449314
75.729204
-17,407.670345
-1,980.95252
10,364.229079
32,381.65599
94,838
-21
150,858
538,059.598144
62,865.206983
106,842
-4,487
-20,454
44,197.494049
62,228.585758
67,954
8,809
0
0
0
0
89
86
-761.931001
449.538543
0
28,776
41.289712
61.640739
-47,794.124579
0
0
0
1
0
0
0
0
0
65.0993
32.60653
44.895109
87
0
0
0
0
0
0
4
-9
3
134
8,142
267
3
20
-34.731462
-28.795211
7
31
-344.21248
-12.209846
-1,119
9,095
Bot
Synthetic
Botnet
54,407
160,098
1
1
78
14
63
6
-28.132046
-22.390501
5
6
5.7817
-0.696394
73,270.730881
45,128.296074
189,925.983144
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2
1,574
7,776.8186
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4,435
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226,426
4,130.203164
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3,625
8,447
0
0
0
0
26
14
23,222.167558
18,913.215248
6
-137
2.356169
10.892546
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