flow_duration
float64
0
263k
Header_Length
float64
0
9.91M
Protocol Type
float64
0
47
Duration
float64
0
255
Rate
float64
0
8.39M
Srate
float64
0
8.39M
Drate
float64
0
29.7
fin_flag_number
float64
0
1
syn_flag_number
float64
0
1
rst_flag_number
float64
0
1
psh_flag_number
float64
0
1
ack_flag_number
float64
0
1
ece_flag_number
float64
0
1
cwr_flag_number
float64
0
1
ack_count
float64
0
7.4
syn_count
float64
0
12.9
fin_count
float64
0
248
urg_count
float64
0
4.4k
rst_count
float64
0
9.61k
HTTP
float64
0
1
HTTPS
float64
0
1
DNS
float64
0
1
Telnet
float64
0
1
SMTP
float64
0
1
SSH
float64
0
1
IRC
float64
0
1
TCP
float64
0
1
UDP
float64
0
1
DHCP
float64
0
1
ARP
float64
0
1
ICMP
float64
0
1
IPv
float64
0
1
LLC
float64
0
1
Tot sum
float64
42
127k
Min
float64
42
7.31k
Max
float64
42
49k
AVG
float64
42
11.6k
Std
float64
0
12.4k
Tot size
float64
42
13.1k
IAT
float64
0
168M
Number
float64
1
15
Magnitue
float64
9.17
145
Radius
float64
0
17.6k
Covariance
float64
0
155M
Variance
float64
0
1
Weight
float64
1
245
label
stringclasses
8 values
__index_level_0__
int64
0
451k
0
54
6
64
19.197305
19.197305
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,072,233.008096
9.5
10.392305
0
0
0
141.55
DDoS
500
0.000241
55.02
6.11
64
109.006649
109.006649
0
0
1
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.6
54
55.6
54.107003
0.397596
54.16
82,977,515.054949
9.5
10.402589
0.563497
1.599328
0.1
141.55
DoS
501
0
0
1
64
1.238413
1.238413
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,561.133272
9.5
9.165151
0
0
0
141.55
DDoS
502
0
0
1
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,150,048.921221
9.5
9.165151
0
0
0
141.55
DDoS
503
0
54
6
64
20.996359
20.996359
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,072,360.990958
9.5
10.392305
0
0
0
141.55
DDoS
504
0.08863
75.6
6
64
9.09229
9.09229
0
0
1
0
0
0
0
0
0
1.4
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,388.143171
9.5
10.392305
0
0
0
141.55
DDoS
505
0
54
6
64
1.066794
1.066794
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,034,057.165664
9.5
10.392305
0
0
0
141.55
DDoS
506
0.081703
46,875
17
64
11,475.136018
11,475.136018
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,033,276.72499
9.5
10
0
0
0
141.55
DoS
507
0
54
6
64
39.72614
39.72614
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,981,161.257796
9.5
10.392305
0
0
0
141.55
DoS
508
0
54
6
64
2.527167
2.527167
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,071,570.774786
9.5
10.392305
0
0
0
141.55
DDoS
509
0
54
6
64
9.55464
9.55464
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,353.083765
9.5
10.392305
0
0
0
141.55
DoS
510
0
0
1
64
40.57237
40.57237
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,128,151.882511
9.5
9.165151
0
0
0
141.55
DDoS
511
11.705232
1,693.27
6
65.71
0.401878
0.401878
0
0
1
0
0
0
0
0
0
2.41
0.43
0.57
2.32
0
0
0
0
0
0
0
1
0
0
0
0
1
1
724.12
54
211.12
68.87147
44.70624
63.82
82,973,149.438561
9.5
11.448928
63.298496
12,962.59448
0.16
141.55
DoS
512
0
54
6
64
83.844158
83.844158
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,140.83015
9.5
10.392305
0
0
0
141.55
DDoS
513
0.033744
18,148.64
13.48
106.66
11,356.324253
11,356.324253
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
584.43
51.2
75.63
55.146549
7.075209
56.29
83,011,918.802191
9.5
10.484011
10.022046
174.818331
0.44
141.55
DoS
514
0.169452
11,156
16.66
62.72
2,224.384772
2,224.384772
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.9
50
50.5
50.049652
0.148541
50.2
83,106,678.291987
9.5
10.004992
0.211044
0.449531
0.05
141.55
DDoS
515
0
54
6
64
106.91164
106.91164
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,071,558.045512
9.5
10.392305
0
0
0
141.55
DDoS
516
0
0
1
64
15.439734
15.439734
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,579.471667
9.5
9.165151
0
0
0
141.55
DDoS
517
0.090058
37,911
17
64
8,276.287575
8,276.287575
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,101,796.547057
9.5
10
0
0
0
141.55
DDoS
518
0
53.46
5.94
63.36
1.948342
1.948342
0
0
0
0
1
1
0
0
0
0
0
0.99
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.02
54
55.02
54.105864
0.299135
54.06
83,314,711.572875
9.5
10.402469
0.423495
0.551418
0.17
141.55
DDoS
519
0.576801
930.6
17
64
17.163586
17.163586
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
517
94
94
94
0
94
0.000003
5.5
13.711309
0
0
0
38.5
Spoofing
520
0
0
1
64
2.151848
2.151848
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,128,579.865061
9.5
9.165151
0
0
0
141.55
DDoS
521
0
54
6
64
1.0429
1.0429
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,090.95056
9.5
10.392305
0
0
0
141.55
DDoS
522
0.028873
16,675
17
64
11,529.938643
11,529.938643
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,495,204.320519
9.5
10
0
0
0
141.55
DDoS
523
31.233188
974,820.7
8.2
203.4
50.770039
50.770039
0
0
0
0
0
1
0
0
0
1
0
62.1
905
0
1
0
0
0
0
0
1
0
0
0
0
1
1
1,142
66
128.4
72.375713
17.689575
104.6
166,518,087.723339
13.5
12.022071
25.159819
705.365141
0.5
244.6
Benign
524
95.043866
347,244.8
7.1
95
18.58666
18.58666
0
0
0
0
0
1
0
0
0
0.2
0
430.5
1,072
0
1
0
0
0
0
0
1
0
0
0
0
1
1
504.8
54.8
147
91.118413
39.036928
91.4
0.030967
5.5
13.473938
55.206553
1,696.376536
0.9
38.5
Benign
525
0.028456
7,025
17
64
322,403.861043
322,403.861043
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,016,674.405502
9.5
10
0
0
0
141.55
DoS
526
0
54
6
64
1.764961
1.764961
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,343,764.655909
9.5
10.392305
0
0
0
141.55
DDoS
527
0
54
6
64
81.178768
81.178768
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,076.432259
9.5
10.392305
0
0
0
141.55
DDoS
528
0.030275
55.78
6
65.91
1.862645
1.862645
0
0
0
0
0
0
0
0
0
0.04
0
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.68
54
54.68
54.070576
0.199423
54.04
83,076,429.437238
9.5
10.39909
0.28233
0.245075
0.17
141.55
DDoS
529
0
54
6
64
2.01667
2.01667
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,063,989.082215
9.5
10.392305
0
0
0
141.55
DDoS
530
0
0
1
64
3.863617
3.863617
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,483,278.793136
9.5
9.165151
0
0
0
141.55
DDoS
531
0
53.46
5.94
63.36
2.332344
2.332344
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567.96
54
54.96
54.090864
0.273154
54.06
82,956,258.135681
9.5
10.401036
0.386753
0.483918
0.16
141.55
DoS
532
0
54
6
64
100.155308
100.155308
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,075,977.072721
9.5
10.392305
0
0
0
141.55
DDoS
533
0
0.66
1.04
63.36
10.555429
10.555429
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
1
1
1
9,824.96
365.24
1,514
963.713982
553.344785
920.5
83,249,648.042849
9.5
43.798162
782.573649
322,804.401369
0.95
141.55
DDoS
534
0
54
6
64
1.073728
1.073728
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,076,388.247169
9.5
10.392305
0
0
0
141.55
DDoS
535
0.07606
25,665
17
64
6,945.48487
6,945.48487
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,106,431.819031
9.5
10
0
0
0
141.55
DDoS
536
2.560112
93.96
6
64
4.984599
4.984599
0
0
1
0
0
0
0
0
0
1.74
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,295.067681
9.5
10.392305
0
0
0
141.55
DDoS
537
0
54
6
64
19.643121
19.643121
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,946,735.222792
9.5
10.392305
0
0
0
141.55
DoS
538
0.178832
25,271
17
64
3,936.144569
3,936.144569
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,495,215.388975
9.5
10
0
0
0
141.55
DDoS
539
0.000361
726.09
6.38
64
103,666.928688
103,666.928688
0
0
0
0
0
0
0
0
0
0
0
0
0.47
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,618.98
355.12
1,465.49
921.898908
527.032215
901.48
83,340,188.997247
9.5
42.516495
745.438454
298,053.911599
0.95
141.55
DDoS
540
0
54
6
64
37.953552
37.953552
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
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0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,950,678.095013
9.5
10.392305
0
0
0
141.55
DoS
587
0.094934
21,707.34
16.89
63.85
7,719.083477
7,719.083477
0
0
0
0
0
0
0
0
0.02
0.02
0
0.02
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
526.44
50
51.44
50.092458
0.351599
50.16
83,102,980.647024
9.5
10.009239
0.498448
1.387757
0.09
141.55
DDoS
588
3.181876
115.02
6
64
0.803893
0.803893
0
0
1
0
0
0
0
0
0
2.13
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,485.038757
9.5
10.392305
0
0
0
141.55
DDoS
589
0
54
6
64
20.026423
20.026423
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,189.283088
9.5
10.392305
0
0
0
141.55
DDoS
590
0
54
6
64
46.813257
46.813257
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,875.382505
9.5
10.392305
0
0
0
141.55
DoS
591
0
54
6
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,067,435.121582
9.5
10.392305
0
0
0
141.55
DDoS
592
0
0
1
64
0.465051
0.465051
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,326.378382
9.5
9.165151
0
0
0
141.55
DDoS
593
0.065776
31,608
16.36
71.64
9,600.894792
9,600.894792
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
528.6
50
52.6
50.211138
0.693755
50.8
83,028,524.689565
9.5
10.021121
0.984773
3.848598
0.13
141.55
DoS
594
0
757
6
64
14.956181
14.956181
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
1
1
10,197
431
1,514
1,004.797783
538.47074
944
83,336,085.020796
9.5
44.788211
761.45676
305,219.322301
0.95
141.55
DDoS
595
0.062894
79.31
6.33
63.13
608,176.5392
608,176.5392
0
0
0
0
0
0
0
0
0
0.02
0
0.05
0.15
0
0
0
0
0
0
0
1
0
0
0
0
1
1
618.31
54
72.26
57.344478
6.746902
59.67
82,946,396.738487
9.5
10.677855
9.558351
420.064804
0.11
141.55
DoS
596
0
0
1
64
74.083369
74.083369
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,150,252.058214
9.5
9.165151
0
0
0
141.55
DDoS
597
0.000832
54.9
6.05
63.36
24.01076
24.01076
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
571.25
54
58.25
54.321088
1.109957
54.35
83,076,521.757522
9.5
10.422976
1.572365
7.929056
0.21
141.55
DDoS
598
0
54
6
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,068,540.962435
9.5
10.392305
0
0
0
141.55
DDoS
599