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
57,947
39
1
1
0
0
0
0
0
0
0
0
0
0
0
51,282.051282
39
0
39
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
25,641.025641
25,641.025641
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
351
32,832
0
32
0
0
0
0
0
0
0
0
BENIGN
58,749
21
1
1
6
6
6
6
6
0
6
6
6
0
571,428.571429
95,238.095238
21
0
21
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
47,619.047619
47,619.047619
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
46,720
64,240
0
20
0
0
0
0
0
0
0
0
BENIGN
80
6,254,002
8
7
56
11,601
20
0
7
5.656854
5,840
0
1,657.285714
1,964.895647
1,863.926491
2.398464
446,714.4286
1,630,117.739
6,109,785
3
6,167,305
881,043.5714
2,305,694.092
6,109,785
3
111,077
18,512.83333
34,552.51561
86,200
48
0
0
0
0
172
152
1.279181
1.119283
0
5,840
728.9375
1,503.11044
2,259,340.996
0
0
0
0
1
0
0
0
0
777.533333
7
1,657.285714
172
0
0
0
0
0
0
8
56
7
11,601
256
229
6
20
33,066
0
33,066
33,066
6,109,785
0
6,109,785
6,109,785
DDoS
80
13,058,214
34
40
21,240
32,451
2,783
0
624.705882
1,060.952789
1,448
0
811.275
673.36975
4,111.664888
5.666931
178,879.6438
1,174,407.398
9,999,397
1
3,058,817
92,691.42424
207,651.0406
951,366
2
13,000,000
333,993.7949
1,601,523.868
9,999,484
1
0
0
0
0
1,096
1,288
2.603725
3.063206
0
2,783
715.88
869.826466
756,598.08
0
0
0
1
0
0
0
0
1
725.554054
624.705882
811.275
1,096
0
0
0
0
0
0
34
21,240
40
32,451
29,200
159
9
32
0
0
0
0
0
0
0
0
BENIGN
80
98,304,689
5
5
388
11,595
376
0
77.6
166.837646
10,147
0
2,319
4,420.67608
121.896525
0.101725
10,900,000
32,800,000
98,300,000
15
98,300,000
24,600,000
49,100,000
98,300,000
15
98,300,000
24,600,000
49,100,000
98,300,000
196
0
0
0
0
144
168
0.050862
0.050862
0
10,147
1,089.909091
3,035.339798
9,213,287.691
1
0
0
0
0
0
0
0
1
1,198.9
77.6
2,319
144
0
0
0
0
0
0
5
388
5
11,595
0
235
2
20
13,967
0
13,967
13,967
98,300,000
0
98,300,000
98,300,000
DoS Hulk
443
61,261,492
15
13
933
3,396
597
0
62.2
159.435253
1,615
0
261.230769
571.063942
70.664293
0.457057
2,268,944.148
4,213,166.591
10,000,000
125
61,300,000
4,375,820.857
5,121,437.806
10,100,000
226
61,200,000
5,098,051.417
5,219,605.867
10,100,000
212
0
0
0
0
312
264
0.244852
0.212205
0
1,615
149.275862
403.918299
163,149.9926
0
0
0
1
0
0
0
0
0
154.607143
62.2
261.230769
312
0
0
0
0
0
0
15
933
13
3,396
8,192
31,044
9
20
130,707.8333
113,110.5443
361,593
84,212
10,000,000
16,512.99061
10,000,000
9,968,879
BENIGN
53
47,988
1
1
53
92
53
53
53
0
92
92
92
0
3,021.588731
41.677086
47,988
0
47,988
47,988
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
20.838543
20.838543
53
92
66
22.516661
507
0
0
0
0
0
0
0
0
1
99
53
92
20
0
0
0
0
0
0
1
53
1
92
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
49,557
6
1
1
6
6
6
6
6
0
6
6
6
0
2,000,000
333,333.3333
6
0
6
6
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
166,666.6667
166,666.6667
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
1,013
256
0
20
0
0
0
0
0
0
0
0
BENIGN
53
33,141
2
2
90
316
45
45
45
0
158
158
158
0
12,250.68646
120.696418
11,047
19,128.76912
33,135
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
64
60.348209
60.348209
45
158
90.2
61.892649
3,830.7
0
0
0
0
0
0
0
0
1
112.75
45
158
40
0
0
0
0
0
0
2
90
2
316
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
5,678
93
1
1
2
6
2
2
2
0
6
6
6
0
86,021.50538
21,505.37634
93
0
93
93
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
20
10,752.68817
10,752.68817
2
6
3.333333
2.309401
5.333333
0
0
0
1
0
0
0
0
1
5
2
6
24
0
0
0
0
0
0
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
0
0
PortScan
443
207
2
0
12
0
6
6
6
0
0
0
0
0
57,971.01449
9,661.835749
207
0
207
207
207
207
0
207
207
0
0
0
0
0
0
0
0
0
40
0
9,661.835749
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
254
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
5,523,599
7
5
309
152
227
0
44.142857
83.117244
107
0
30.4
47.045722
83.460077
2.172497
502,145.3636
1,546,582.654
5,163,375
4
5,523,599
920,599.8333
2,119,288.07
5,245,549
4
276,837
69,209.25
89,989.26983
191,456
331
0
0
0
0
152
104
1.26729
0.905207
0
227
35.461538
65.965414
4,351.435897
0
0
0
1
0
0
0
0
0
38.416667
44.142857
30.4
152
0
0
0
0
0
0
7
309
5
152
8,192
35,183
3
20
360,220
0
360,220
360,220
5,163,375
0
5,163,375
5,163,375
BENIGN
443
6,046
2
1
0
0
0
0
0
0
0
0
0
0
0
496.195832
3,023
4,273.753385
6,045
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
20
330.797221
165.398611
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
40
0
0
0
0
0
0
2
0
1
0
0
0
0
20
0
0
0
0
0
0
0
0
BENIGN
52,487
1,467
5
1
425
6
306
6
85
126.281432
6
6
6
0
293,796.8643
4,089.97955
293.4
622.385974
1,406
1
1,467
366.75
729.500457
1,461
1
0
0
0
0
0
1
0
0
0
100
20
3,408.316292
681.663258
6
306
105.285714
139.038022
19,331.57143
0
1
0
0
1
0
0
0
0
122.833333
85
6
100
0
0
0
0
0
0
5
425
1
6
343
0
4
20
0
0
0
0
0
0
0
0
BENIGN
80
9,877
2
0
0
0
0
0
0
0
0
0
0
0
0
202.490635
9,877
0
9,877
9,877
9,877
9,877
0
9,877
9,877
0
0
0
0
0
0
0
0
0
64
0
202.490635
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
242
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
80
5,337,098
3
1
12
0
6
0
4
3.464102
0
0
0
0
2.248413
0.749471
1,779,032.667
3,068,289.839
5,321,978
56
5,337,098
2,668,549
3,752,515.279
5,321,978
15,120
0
0
0
0
0
0
0
0
0
80
32
0.562103
0.187368
0
6
2.4
3.286335
10.8
0
0
0
1
0
0
0
0
0
3
4
0
80
0
0
0
0
0
0
3
12
1
0
29,200
29,200
2
20
0
0
0
0
0
0
0
0
BENIGN
123
16,751
1
1
48
48
48
48
48
0
48
48
48
0
5,731.001134
119.395857
16,751
0
16,751
16,751
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
59.697928
59.697928
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
20
0
0
0
0
0
0
1
48
1
48
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
80
84,912,415
6
8
738
11,595
363
0
123
185.922565
4,344
0
1,449.375
1,729.380148
145.243779
0.164876
6,531,724.231
23,400,000
84,500,000
5
84,800,000
17,000,000
37,800,000
84,500,000
5
84,900,000
12,100,000
31,900,000
84,600,000
15
0
0
0
0
176
264
0.070661
0.094215
0
4,344
822.6
1,410.531247
1,989,598.4
1
0
0
0
0
0
0
0
1
881.357143
123
1,449.375
176
0
0
0
0
0
0
6
738
8
11,595
0
235
3
20
10,986
0
10,986
10,986
84,500,000
0
84,500,000
84,500,000
DoS Hulk
8,181
44
1
1
2
6
2
2
2
0
6
6
6
0
181,818.1818
45,454.54545
44
0
44
44
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
20
22,727.27273
22,727.27273
2
6
3.333333
2.309401
5.333333
0
0
0
1
0
0
0
0
1
5
2
6
24
0
0
0
0
0
0
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
0
0
PortScan
443
117,996,409
203
387
4,150
538,443
1,247
0
20.44335
108.204521
4,290
0
1,391.325581
512.166355
4,598.385702
5.000152
200,333.4618
3,108,794.492
58,600,000
1
118,000,000
584,140.6386
5,299,562.523
58,600,000
18
71,300,000
184,788.6762
3,025,859.659
58,600,000
1
0
0
0
0
4,084
7,752
1.720391
3.279761
0
4,290
918.093063
775.364212
601,189.6608
0
0
0
1
0
0
0
0
1
919.649153
20.44335
1,391.325581
4,084
0
0
0
0
0
0
203
4,150
387
538,443
8,192
446
19
20
943,575
1,269,124.963
2,406,730
140,855
38,400,000
25,300,000
58,600,000
9,949,264
BENIGN
80
3
2
0
0
0
0
0
0
0
0
0
0
0
0
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
64
0
666,666.6667
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
274
-1
0
32
0
0
0
0
0
0
0
0
DoS Hulk
53
25,234
1
1
55
71
55
55
55
0
71
71
71
0
4,993.263058
79.258144
25,234
0
25,234
25,234
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
39.629072
39.629072
55
71
60.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
90.5
55
71
20
0
0
0
0
0
0
1
55
1
71
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
443
32,298,167
2
1
12
6
6
6
6
0
6
6
6
0
0.557307
0.092885
16,149,083.5
22,705,547.347543
32,204,330
93,837
32,298,167
32,298,167
0
32,298,167
32,298,167
0
0
0
0
0
0
0
0
0
40
20
0.061923
0.030962
6
6
6
0
0
0
0
0
0
1
0
0
0
0
8
6
6
40
0
0
0
0
0
0
2
12
1
6
252
5,120
1
20
0
0
0
0
0
0
0
0
BENIGN
443
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.666667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
40
0
666,666.666667
0
6
6
6
0
0
1
0
0
0
0
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
88
1,083
9
6
3,110
3,108
1,555
0
345.555556
685.690548
1,554
0
518
802.482149
5,741,458.910434
13,850.415512
77.357143
209.834589
803
0
1,083
135.375
308.778209
896
0
997
199.4
341.829343
803
3
0
0
0
0
304
208
8,310.249307
5,540.166205
0
1,555
388.625
695.193582
483,294.116667
0
0
0
1
0
0
0
0
0
414.533333
345.555556
518
304
0
0
0
0
0
0
9
3,110
6
3,108
29,200
2,081
2
32
0
0
0
0
0
0
0
0
BENIGN
53
13,473,355
3
3
138
282
46
46
46
0
110
74
94
18.330303
31.172637
0.445323
2,694,671
3,646,325.826
7,219,641
30,695
13,400,000
6,696,730.5
782,916.4063
7,250,336
6,143,125
13,400,000
6,721,330
748,622.4345
7,250,686
6,191,974
0
0
0
0
60
72
0.222662
0.222662
46
110
66.571429
27.754022
770.285714
0
0
0
0
0
0
0
0
1
77.666667
46
94
60
0
0
0
0
0
0
3
138
3
282
-1
-1
2
20
30,870
247.487373
31,045
30,695
6,665,860.5
783,163.8937
7,219,641
6,112,080
BENIGN
53
185
2
2
76
332
38
38
38
0
166
166
166
0
2,205,405.405405
21,621.621622
61.666667
100.748863
178
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
64
64
10,810.810811
10,810.810811
38
166
89.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
111.5
38
166
64
0
0
0
0
0
0
2
76
2
332
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
242
2
2
64
204
32
32
32
0
102
102
102
0
1,107,438.016529
16,528.92562
80.666667
133.657523
235
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
64
64
8,264.46281
8,264.46281
32
102
60
38.340579
1,470
0
0
0
0
0
0
0
0
1
75
32
102
64
0
0
0
0
0
0
2
64
2
204
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
3,995
43
1
1
2
6
2
2
2
0
6
6
6
0
186,046.5116
46,511.62791
43
0
43
43
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
20
23,255.81395
23,255.81395
2
6
3.333333
2.309401
5.333333
0
0
0
1
0
0
0
0
1
5
2
6
24
0
0
0
0
0
0
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
0
0
PortScan
53
208
2
2
86
198
43
43
43
0
99
99
99
0
1,365,384.615
19,230.76923
69.333333
115.768447
203
1
1
1
0
1
1
4
4
0
4
4
0
0
0
0
64
64
9,615.384615
9,615.384615
43
99
65.4
30.672463
940.8
0
0
0
0
0
0
0
0
1
81.75
43
99
64
0
0
0
0
0
0
2
86
2
198
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
30,952
2
2
90
146
45
45
45
0
73
73
73
0
7,624.709227
129.23236
10,317.333333
17,864.94938
30,946
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
40
64.61618
64.61618
45
73
56.2
15.336232
235.2
0
0
0
0
0
0
0
0
1
70.25
45
73
40
0
0
0
0
0
0
2
90
2
146
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
24,221
2
2
68
160
34
34
34
0
80
80
80
0
9,413.319021
165.145948
8,073.666667
13,939.851733
24,170
3
3
3
0
3
3
48
48
0
48
48
0
0
0
0
64
40
82.572974
82.572974
34
80
52.4
25.195238
634.8
0
0
0
0
0
0
0
0
1
65.5
34
80
64
0
0
0
0
0
0
2
68
2
160
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
21
8,787,873
9
15
106
188
22
0
11.777778
9.404491
34
0
12.533333
14.54975
33.455194
2.731036
382,081.4348
1,002,798.109
3,424,624
21
5,319,774
664,971.75
1,234,364.087
2,862,266
49
8,787,749
627,696.3571
1,239,264.287
3,424,624
48
0
0
0
0
296
488
1.024139
1.706898
0
34
11.76
12.613749
159.106667
0
0
0
1
0
0
0
0
1
12.25
11.777778
12.533333
296
0
0
0
0
0
0
9
106
15
188
29,200
227
6
32
0
0
0
0
0
0
0
0
FTP-Patator
1,141
72
2
2
4
12
2
2
2
0
6
6
6
0
222,222.2222
55,555.55556
24
39.837169
70
1
1
1
0
1
1
1
1
0
1
1
0
0
0
0
48
40
27,777.77778
27,777.77778
2
6
3.6
2.19089
4.8
0
0
0
1
0
0
0
0
1
4.5
2
6
48
0
0
0
0
0
0
2
4
2
12
1,024
0
1
24
0
0
0
0
0
0
0
0
BENIGN
41,424
3
2
0
0
0
0
0
0
0
0
0
0
0
0
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
64
0
666,666.6667
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
679
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
23,823
1
1
50
149
50
50
50
0
149
149
149
0
8,353.272048
83.952483
23,823
0
23,823
23,823
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
41.976241
41.976241
50
149
83
57.157677
3,267
0
0
0
0
0
0
0
0
1
124.5
50
149
32
0
0
0
0
0
0
1
50
1
149
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
62,659
2
2
62
180
31
31
31
0
90
90
90
0
3,862.174628
63.837597
20,886.333333
36,131.164517
62,607
3
3
3
0
3
3
49
49
0
49
49
0
0
0
0
64
64
31.918799
31.918799
31
90
54.6
32.315631
1,044.3
0
0
0
0
0
0
0
0
1
68.25
31
90
64
0
0
0
0
0
0
2
62
2
180
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
19,101
75
1
1
2
6
2
2
2
0
6
6
6
0
106,666.6667
26,666.66667
75
0
75
75
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
20
13,333.33333
13,333.33333
2
6
3.333333
2.309401
5.333333
0
0
0
1
0
0
0
0
1
5
2
6
24
0
0
0
0
0
0
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
0
0
PortScan
45,854
5
2
0
0
0
0
0
0
0
0
0
0
0
0
400,000
5
0
5
5
5
5
0
5
5
0
0
0
0
0
0
0
0
0
64
0
400,000
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
365
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
80
152,437
3
7
414
11,595
414
0
138
239.023011
5,792
0
1,656.428571
2,118.227235
78,780.0862
65.600871
16,937.44444
46,312.10103
140,069
2
12,014
6,007
7,038.5409
10,984
1,030
152,405
25,400.83333
56,379.44783
140,069
2
0
0
0
0
104
232
19.680261
45.92061
0
5,792
1,091.727273
1,821.769804
3,318,845.218
0
0
0
1
0
0
0
0
2
1,200.9
138
1,656.428571
104
0
0
0
0
0
0
3
414
7
11,595
29,200
235
1
32
0
0
0
0
0
0
0
0
DoS Hulk
80
100,631,480
6
6
345
11,595
345
0
57.5
140.84566
5,792
0
1,932.5
2,534.051598
118.650744
0.119247
9,148,316.364
30,300,000
100,000,000
1
100,000,000
20,100,000
44,900,000
100,000,000
1
170,172
34,034.4
73,773.31536
165,971
47
0
0
0
0
200
200
0.059623
0.059623
0
5,792
918.461539
1,907.594891
3,638,918.269
0
0
0
0
1
0
0
0
1
995
57.5
1,932.5
200
0
0
0
0
0
0
6
345
6
11,595
251
235
1
32
4
0
4
4
100,000,000
0
100,000,000
100,000,000
DoS Hulk
53
460
1
1
58
139
58
58
58
0
139
139
139
0
428,260.8696
4,347.826087
460
0
460
460
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
2,173.913043
2,173.913043
58
139
85
46.765372
2,187
0
0
0
0
0
0
0
0
1
127.5
58
139
32
0
0
0
0
0
0
1
58
1
139
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
163,012
1
1
41
183
41
41
41
0
183
183
183
0
1,374.131966
12.269035
163,012
0
163,012
163,012
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
6.134518
6.134518
41
183
88.333333
81.983738
6,721.333333
0
0
0
0
0
0
0
0
1
132.5
41
183
20
0
0
0
0
0
0
1
41
1
183
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
73,326
1
1
44
176
44
44
44
0
176
176
176
0
3,000.30003
27.275455
73,326
0
73,326
73,326
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
13.637727
13.637727
44
176
88
76.210236
5,808
0
0
0
0
0
0
0
0
1
132
44
176
20
0
0
0
0
0
0
1
44
1
176
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
13,593,700
4
4
108
108
27
27
27
0
27
27
27
0
15.889714
0.588508
1,941,957.142857
2,464,288.279215
5,003,630
1
5,003,632
1,667,877.333333
2,888,846.550075
5,003,630
1
3,622,812
1,207,604
2,091,628.019322
3,622,808
1
0
0
0
0
104
104
0.294254
0.294254
27
27
27
0
0
0
0
0
0
0
0
0
0
1
30.375
27
27
104
0
0
0
0
0
0
4
108
4
108
-1
-1
3
20
1
0
1
1
5,003,630
0
5,003,630
5,003,630
BENIGN
443
4
3
0
18
0
6
6
6
0
0
0
0
0
4,500,000
750,000
2
1.414214
3
1
4
2
1.414214
3
1
0
0
0
0
0
0
0
0
0
60
0
750,000
0
6
6
6
0
0
1
0
0
0
0
0
0
0
0
8
6
0
60
0
0
0
0
0
0
3
18
0
0
0
-1
2
20
0
0
0
0
0
0
0
0
BENIGN
53
100,560
2
2
58
166
29
29
29
0
83
83
83
0
2,227.525855
39.777247
33,520
58,052.28089
100,553
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
64
64
19.888624
19.888624
29
83
50.6
29.577018
874.8
0
0
0
0
0
0
0
0
1
63.25
29
83
64
0
0
0
0
0
0
2
58
2
166
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
4,199,724
5
1
135
46
46
6
27
20.124612
46
46
46
0
43.09807
1.428665
839,944.8
1,739,414.448
3,947,553
3
4,199,724
1,049,931
1,935,277.645
3,947,553
3
0
0
0
0
0
1
0
0
0
100
20
1.190554
0.238111
6
46
32.428571
18.8667
355.952381
0
1
0
0
1
0
0
0
0
37.833333
27
46
100
0
0
0
0
0
0
5
135
1
46
258
377
4
20
0
0
0
0
0
0
0
0
BENIGN
443
118,186,133
39
37
2,375
32,252
1,264
0
60.897436
226.846783
2,836
0
871.675676
760.639389
292.986995
0.643053
1,575,815.107
3,576,719.869
10,000,000
1
118,000,000
3,110,161.395
4,570,741.554
10,100,000
1
113,000,000
3,146,205.667
4,663,230.611
10,100,000
4
0
0
0
0
1,256
1,192
0.329988
0.313065
0
2,836
449.701299
683.163791
466,712.7649
0
0
0
1
0
0
0
0
0
455.618421
60.897436
871.675676
1,256
0
0
0
0
0
0
39
2,375
37
32,252
29,200
381
5
32
284,702.8182
823,384.3394
2,767,300
36,342
10,000,000
6,103.965275
10,000,000
10,000,000
BENIGN
80
99,921,696
8
6
1,492
11,595
370
0
186.5
196.182859
5,792
0
1,932.5
2,365.476337
130.972557
0.14011
7,686,284.308
27,400,000
98,900,000
4
99,800,000
14,300,000
37,300,000
98,900,000
4
99,900,000
20,000,000
44,100,000
98,900,000
16
0
0
0
0
240
200
0.080063
0.060047
0
5,792
872.866667
1,679.795773
2,821,713.838
1
0
0
0
0
0
0
0
0
935.214286
186.5
1,932.5
240
0
0
0
0
0
0
8
1,492
6
11,595
0
235
5
20
5,990
0
5,990
5,990
98,900,000
0
98,900,000
98,900,000
DoS Hulk
80
149,657
3
7
368
11,595
368
0
122.666667
212.464899
4,344
0
1,656.428571
1,757.579003
79,936.1206
66.819461
16,628.55556
43,672.84713
132,148
2
17,013
8,506.5
12,027.17924
17,011
2
149,496
24,916
52,960.24412
132,148
16
0
0
0
0
104
232
20.045838
46.773622
0
4,344
1,087.545455
1,576.892854
2,486,591.073
0
0
0
1
0
0
0
0
2
1,196.3
122.666667
1,656.428571
104
0
0
0
0
0
0
3
368
7
11,595
29,200
235
1
32
0
0
0
0
0
0
0
0
DoS Hulk
80
5,466,046
3
1
0
0
0
0
0
0
0
0
0
0
0
0.73179
1,822,015.333
3,155,056.709
5,465,161
163
5,466,046
2,733,023
3,863,826.614
5,465,161
885
0
0
0
0
0
0
0
0
0
104
40
0.548843
0.182948
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
104
0
0
0
0
0
0
3
0
1
0
29,200
28,960
0
32
0
0
0
0
0
0
0
0
Web Attack � Brute Force
80
115,860,449
16
14
437
796
437
0
27.3125
109.25
796
0
56.857143
212.739949
10.642113
0.258932
3,995,187.896552
4,891,601.829581
10,024,560
47
115,860,449
7,724,029.933333
4,165,748.186996
10,048,003
85
110,507,523
8,500,578.692308
3,767,228.077957
10,048,596
816
0
0
0
0
520
456
0.138097
0.120835
0
796
39.774194
160.783853
25,851.447312
0
0
0
1
0
0
0
0
0
41.1
27.3125
56.857143
520
0
0
0
0
0
0
16
437
14
796
29,200
285
1
32
25,928.818182
7,513.678617
48,571
23,440
10,020,233.454546
9,168.247688
10,024,560
9,999,216
BENIGN
56,240
67
1
1
6
6
6
6
6
0
6
6
6
0
179,104.477612
29,850.746269
67
0
67
67
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
14,925.373134
14,925.373134
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
29
256
0
20
0
0
0
0
0
0
0
0
BENIGN
80
10,009
3
1
18
0
6
6
6
0
0
0
0
0
1,798.381457
399.640324
3,336.333333
5,758.786533
9,986
3
10,009
5,004.5
7,073.189132
10,006
3
0
0
0
0
0
0
0
0
0
60
32
299.730243
99.910081
0
6
4.8
2.683282
7.2
1
0
0
0
0
0
0
0
0
6
6
0
60
0
0
0
0
0
0
3
18
1
0
0
235
2
20
0
0
0
0
0
0
0
0
DoS Hulk
80
1,023,424
3
6
26
11,607
20
0
8.666667
10.263203
4,380
0
1,934.5
2,177.344966
11,366.74536
8.794009
127,928
361,420.125
1,022,397
3
868
434
431.335137
739
129
1,023,376
204,675.2
457,120.545
1,022,397
3
0
0
0
0
72
132
2.931336
5.862673
0
4,380
1,163.3
1,903.962654
3,625,073.789
0
0
0
1
0
0
0
0
2
1,292.555556
8.666667
1,934.5
72
0
0
0
0
0
0
3
26
6
11,607
8,192
229
2
20
0
0
0
0
0
0
0
0
DDoS
53
204
2
2
90
172
45
45
45
0
86
86
86
0
1,284,313.725
19,607.84314
68
75.62407
151
3
3
3
0
3
3
50
50
0
50
50
0
0
0
0
64
64
9,803.921569
9,803.921569
45
86
61.4
22.456625
504.3
0
0
0
0
0
0
0
0
1
76.75
45
86
64
0
0
0
0
0
0
2
90
2
172
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
43,793,928
2
2
106
267
56
50
53
4.242641
147
120
133.5
19.091883
8.517162
0.091337
14,600,000
25,200,000
43,700,000
38,931
43,700,000
43,700,000
0
43,700,000
43,700,000
43,800,000
43,800,000
0
43,800,000
43,800,000
0
0
0
0
64
40
0.045668
0.045668
50
147
85.8
44.645269
1,993.2
0
0
0
0
0
0
0
0
1
107.25
53
133.5
64
0
0
0
0
0
0
2
106
2
267
-1
-1
1
32
38,931
0
38,931
38,931
43,700,000
0
43,700,000
43,700,000
BENIGN
53
396
1
1
77
159
77
77
77
0
159
159
159
0
595,959.596
5,050.505051
396
0
396
396
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
2,525.252525
2,525.252525
77
159
104.333333
47.342722
2,241.333333
0
0
0
0
0
0
0
0
1
156.5
77
159
32
0
0
0
0
0
0
1
77
1
159
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
443
119,985,477
201
270
5,450
490,968
134
0
27.114428
41.968582
4,380
6
1,818.4
918.526812
4,137.317386
3.925475
255,288.2489
2,183,288.515
19,500,000
0
120,000,000
599,927.385
3,320,630.972
19,500,000
49
100,000,000
373,005.9963
2,644,952.908
19,600,000
2
1
0
0
0
4,032
5,400
1.675203
2.250272
0
4,380
1,051.957627
1,126.705642
1,269,465.603
0
1
0
0
1
0
0
0
1
1,054.191083
27.114428
1,818.4
4,032
0
0
0
0
0
0
201
5,450
270
490,968
2,218
413
199
20
564,488.1667
129,413.5056
778,915
460,825
19,400,000
125,931.8538
19,500,000
19,200,000
BENIGN
443
111,118,069
12
12
12
0
1
1
1
0
0
0
0
0
0.107993
0.215986
4,831,220.391
5,060,602.027
10,000,000
89,578
111,000,000
10,100,000
3,872.065883
10,100,000
10,100,000
111,000,000
10,100,000
5,272.786046
10,100,000
10,100,000
0
0
0
0
240
240
0.107993
0.107993
0
1
0.52
0.509902
0.26
0
0
0
0
1
0
0
0
1
0.541667
1
0
240
0
0
0
0
0
0
12
12
12
0
64,620
40,958
11
20
92,744.18182
2,614.56359
96,071
89,578
10,000,000
4,354.705979
10,000,000
9,993,031
BENIGN
53
196
2
2
86
198
43
43
43
0
99
99
99
0
1,448,979.592
20,408.16327
65.333333
105.377101
187
3
3
3
0
3
3
6
6
0
6
6
0
0
0
0
64
64
10,204.08163
10,204.08163
43
99
65.4
30.672463
940.8
0
0
0
0
0
0
0
0
1
81.75
43
99
64
0
0
0
0
0
0
2
86
2
198
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
50,428
10,446,916
5
9
11,613
62
11,595
0
2,322.6
5,183.42983
20
0
6.888889
5.301991
1,117.554693
1.340108
803,608.9231
2,221,646.798
8,042,377
3
10,400,000
2,611,729
4,306,518.296
8,988,832
4
8,954,162
1,119,270.25
2,815,181.174
8,042,377
3
0
0
0
0
112
192
0.47861
0.861498
0
11,595
778.733333
2,992.233243
8,953,459.781
0
0
0
0
1
1
0
0
1
834.357143
2,322.6
6.888889
112
0
0
0
0
0
0
5
11,613
9
62
229
256
3
20
946,438
0
946,438
946,438
8,042,377
0
8,042,377
8,042,377
BENIGN
55,135
89
1
1
6
6
6
6
6
0
6
6
6
0
134,831.460674
22,471.910112
89
0
89
89
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
11,235.955056
11,235.955056
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
913
256
0
20
0
0
0
0
0
0
0
0
BENIGN
443
47,843
3
3
86
7
86
0
28.666667
49.652123
7
0
2.333333
4.041452
1,943.858036
125.410196
9,568.6
12,777.31696
23,589
3
24,303
12,151.5
16,300.93263
23,678
625
24,254
12,127
17,145.92523
24,251
3
0
0
0
0
108
104
62.705098
62.705098
0
86
13.285714
32.169936
1,034.904762
0
0
0
1
0
0
0
0
1
15.5
28.666667
2.333333
108
0
0
0
0
0
0
3
86
3
7
65,535
57
1
32
0
0
0
0
0
0
0
0
BENIGN
53
275,896
2
2
62
188
31
31
31
0
94
94
94
0
906.138545
14.498217
91,965.33333
159,244.4642
275,845
3
48
48
0
48
48
3
3
0
3
3
0
0
0
0
64
64
7.249108
7.249108
31
94
56.2
34.506521
1,190.7
0
0
0
0
0
0
0
0
1
70.25
31
94
64
0
0
0
0
0
0
2
62
2
188
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
7,271
23
1
1
6
6
6
6
6
0
6
6
6
0
521,739.1304
86,956.52174
23
0
23
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
43,478.26087
43,478.26087
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
127
256
0
20
0
0
0
0
0
0
0
0
BENIGN
80
11,400,701
5
0
30
0
6
6
6
0
0
0
0
0
2.631417
0.43857
2,850,175.25
5,697,422.01
11,400,000
5
11,400,000
2,850,175.25
5,697,422.01
11,400,000
5
0
0
0
0
0
0
0
0
0
100
0
0.43857
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
7.2
6
0
100
0
0
0
0
0
0
5
30
0
0
256
-1
4
20
4,393
0
4,393
4,393
11,400,000
0
11,400,000
11,400,000
DDoS
443
33,699,156
9
8
1,128
5,514
549
0
125.333333
240.209804
2,021
0
689.25
833.401764
197.096924
0.504464
2,106,197.25
3,649,121.848
10,000,000
29
33,700,000
4,212,394.5
4,422,345.683
10,000,000
217
30,900,000
4,418,102.143
4,940,235.533
10,300,000
246
1
0
0
0
204
184
0.267069
0.237395
0
2,021
399.5
627.507324
393,765.4412
0
1
0
0
1
0
0
0
0
423
125.333333
689.25
204
0
0
0
0
0
0
9
1,128
8
5,514
256
267
6
20
958,424.3333
634,200.1152
1,596,875
328,562
9,350,688.333
639,013.1517
10,000,000
8,723,262
BENIGN
80
401,738
3
4
577
738
571
0
192.333333
327.948675
726
0
184.5
361.01108
3,273.277609
17.424291
66,956.33333
102,790.9668
199,744
3
199,770
99,885
141,018.3054
199,600
170
202,173
67,391
114,803.952
199,949
3
0
0
0
0
72
88
7.467553
9.956738
0
726
164.375
301.679081
91,010.26786
0
0
0
1
0
0
0
0
1
187.857143
192.333333
184.5
72
0
0
0
0
0
0
3
577
4
738
8,192
4,951
2
20
0
0
0
0
0
0
0
0
BENIGN
80
720,854
3
6
26
11,607
20
0
8.666667
10.263203
4,380
0
1,934.5
2,177.344966
16,137.80322
12.485191
90,106.75
254,461.6292
719,867
16
665
332.5
379.716342
601
64
720,809
144,161.8
321,829.1028
719,867
16
0
0
0
0
72
132
4.16173
8.323461
0
4,380
1,163.3
1,903.962654
3,625,073.789
0
0
0
1
0
0
0
0
2
1,292.555556
8.666667
1,934.5
72
0
0
0
0
0
0
3
26
6
11,607
8,192
229
2
20
0
0
0
0
0
0
0
0
DDoS
80
97,529,823
16
16
868
3,612
434
0
54.25
148.239221
1,806
0
225.75
552.030374
45.934668
0.328105
3,146,123.323
4,567,438.08
10,000,000
4
92,300,000
6,151,230.8
4,951,424.263
10,100,000
4
97,500,000
6,499,702.333
4,670,133.275
10,100,000
4
0
0
0
0
520
520
0.164052
0.164052
0
1,806
135.757576
401.364472
161,093.4394
0
0
0
1
0
0
0
0
1
140
54.25
225.75
520
0
0
0
0
0
0
16
868
16
3,612
29,200
972
2
32
237,900.3333
611,968.5249
1,869,816
33,343
10,000,000
5,678.138625
10,000,000
10,000,000
BENIGN
443
119,463,579
52
75
1,105
87,750
330
0
21.25
59.121303
2,836
0
1,170
688.394391
743.783174
1.063086
948,123.6429
7,362,680.125
58,900,000
0
119,000,000
2,342,423.118
11,500,000
58,900,000
11
119,000,000
1,613,882.27
9,587,706.674
59,000,000
1
0
0
0
0
1,684
2,408
0.435279
0.627806
0
2,836
694.179688
774.878872
600,437.2667
0
0
0
1
0
0
0
0
1
699.645669
21.25
1,170
1,684
0
0
0
0
0
0
52
1,105
75
87,750
29,200
357
10
32
1,027,067.5
1,338,819.716
1,973,756
80,379
58,700,000
335,699.6515
58,900,000
58,400,000
BENIGN
53
244
2
2
112
368
56
56
56
0
184
184
184
0
1,967,213.115
16,393.44262
81.333333
99.28914
193
3
48
48
0
48
48
3
3
0
3
3
0
0
0
0
64
64
8,196.721311
8,196.721311
56
184
107.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
134
56
184
64
0
0
0
0
0
0
2
112
2
368
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
80
115,804,318
16
16
2,912
2,029
2,912
0
182
728
2,029
0
126.8125
507.25
42.666803
0.276328
3,735,623.161
4,825,643.034
10,000,000
1
116,000,000
7,720,287.867
4,143,391.653
10,000,000
154
110,000,000
7,350,318.8
4,578,588.273
10,000,000
1
0
0
0
0
520
520
0.138164
0.138164
0
2,912
149.727273
608.707199
370,524.4545
0
0
0
1
0
0
0
0
1
154.40625
182
126.8125
520
0
0
0
0
0
0
16
2,912
16
2,029
29,200
1,086
1
32
20,571
18,240.97462
75,569
14,967
10,000,000
7,541.417613
10,000,000
9,996,181
BENIGN
1,287
56
1
1
0
6
0
0
0
0
6
6
6
0
107,142.8571
35,714.28571
56
0
56
56
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
17,857.14286
17,857.14286
0
6
2
3.464102
12
0
0
0
1
0
0
0
0
1
3
0
6
40
0
0
0
0
0
0
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
0
0
PortScan
80
84,624,722
8
7
349
11,595
349
0
43.625
123.390133
4,344
0
1,656.428571
1,757.579003
141.140789
0.177253
6,044,623
22,600,000
84,500,000
3
84,500,000
12,100,000
31,900,000
84,500,000
3
145,204
24,200.66667
53,839.48924
133,740
32
0
0
0
0
264
232
0.094535
0.082718
0
4,344
746.5
1,389.15797
1,929,759.867
0
0
0
0
1
0
0
0
0
796.266667
43.625
1,656.428571
264
0
0
0
0
0
0
8
349
7
11,595
274
235
1
32
1,266
0
1,266
1,266
84,500,000
0
84,500,000
84,500,000
DoS Hulk
52,895
169
1
1
0
0
0
0
0
0
0
0
0
0
0
11,834.319527
169
0
169
169
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
5,917.159763
5,917.159763
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
349
32,832
0
32
0
0
0
0
0
0
0
0
BENIGN
80
40,091
3
4
26
11,601
20
0
8.666667
10.263203
8,760
0
2,900.25
4,128.319301
290,015.2154
174.602779
6,681.833333
12,953.83741
32,812
55
33,966
16,983
22,463.36822
32,867
1,099
40,036
13,345.33333
18,139.40212
34,108
572
0
0
0
0
72
92
74.829762
99.773016
0
8,760
1,453.375
3,113.952607
9,696,700.839
0
0
0
1
0
0
0
0
1
1,661
8.666667
2,900.25
72
0
0
0
0
0
0
3
26
4
11,601
8,192
229
2
20
0
0
0
0
0
0
0
0
DDoS
53
213
2
2
88
200
44
44
44
0
100
100
100
0
1,352,112.676
18,779.34272
71
81.957306
162
3
3
3
0
3
3
48
48
0
48
48
0
0
0
0
40
40
9,389.671362
9,389.671362
44
100
66.4
30.672463
940.8
0
0
0
0
0
0
0
0
1
83
44
100
40
0
0
0
0
0
0
2
88
2
200
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
69,755
1
1
42
109
42
42
42
0
109
109
109
0
2,164.719375
28.67178
69,755
0
69,755
69,755
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
32
14.33589
14.33589
42
109
64.333333
38.682468
1,496.333333
0
0
0
0
0
0
0
0
1
96.5
42
109
40
0
0
0
0
0
0
1
42
1
109
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
53
60,588
2
2
56
236
28
28
28
0
118
118
118
0
4,819.436192
66.019674
20,196
34,974.435935
60,581
3
3
3
0
3
3
4
4
0
4
4
0
0
0
0
40
40
33.009837
33.009837
28
118
64
49.29503
2,430
0
0
0
0
0
0
0
0
1
80
28
118
40
0
0
0
0
0
0
2
56
2
236
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
80
506,718
3
4
26
11,601
20
0
8.666667
10.263203
10,135
0
2,900.25
4,871.82583
22,945.70155
13.81439
84,453
189,959.2276
471,165
96
35,258
17,629
24,597.41649
35,022
236
506,622
168,874
262,378.0479
471,165
197
0
0
0
0
72
92
5.920453
7.893937
0
10,135
1,453.375
3,544.652026
12,600,000
0
0
0
1
0
0
0
0
1
1,661
8.666667
2,900.25
72
0
0
0
0
0
0
3
26
4
11,601
8,192
229
2
20
0
0
0
0
0
0
0
0
DDoS
53
30,800
1
1
55
124
55
55
55
0
124
124
124
0
5,811.688312
64.935065
30,800
0
30,800
30,800
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
32.467532
32.467532
55
124
78
39.837169
1,587
0
0
0
0
0
0
0
0
1
117
55
124
20
0
0
0
0
0
0
1
55
1
124
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
80
92,742,016
8
5
56
11,607
20
0
7
5.656854
8,675
0
2,321.4
3,769.536019
125.757456
0.140174
7,728,501.333
25,900,000
90,100,000
1
92,700,000
13,200,000
33,900,000
90,100,000
1
76,622
19,155.5
37,507.58811
75,413
4
0
0
0
0
172
112
0.086261
0.053913
0
8,675
833.5
2,386.768615
5,696,664.423
0
0
0
0
1
0
0
0
0
897.615385
7
2,321.4
172
0
0
0
0
0
0
8
56
5
11,607
256
229
6
20
2,596,946
0
2,596,946
2,596,946
90,100,000
0
90,100,000
90,100,000
DDoS
53
24,209
1
1
43
152
43
43
43
0
152
152
152
0
8,054.855632
82.613904
24,209
0
24,209
24,209
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
41.306952
41.306952
43
152
79.333333
62.931179
3,960.333333
0
0
0
0
0
0
0
0
1
119
43
152
32
0
0
0
0
0
0
1
43
1
152
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
8,080
79,121
4
3
207
134
195
0
51.75
95.541876
128
0
44.666667
72.231111
4,309.854527
88.472087
13,186.83333
31,169.75647
76,808
25
79,121
26,373.66667
44,972.89953
78,302
25
77,532
38,766
53,799.51234
76,808
724
0
0
0
0
92
72
50.555478
37.916609
0
195
42.625
75.575766
5,711.696429
0
0
0
1
0
0
0
0
0
48.714286
51.75
44.666667
92
0
0
0
0
0
0
4
207
3
134
8,192
237
3
20
0
0
0
0
0
0
0
0
Bot
53
24,465
2
2
78
360
39
39
39
0
180
180
180
0
17,903.12692
163.498876
8,155
14,121.41027
24,461
1
1
1
0
1
1
3
3
0
3
3
0
0
0
0
40
64
81.749438
81.749438
39
180
95.4
77.228881
5,964.3
0
0
0
0
0
0
0
0
1
119.25
39
180
40
0
0
0
0
0
0
2
78
2
360
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
2,048
93
1
1
0
6
0
0
0
0
6
6
6
0
64,516.12903
21,505.37634
93
0
93
93
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
10,752.68817
10,752.68817
0
6
2
3.464102
12
0
0
0
1
0
0
0
0
1
3
0
6
40
0
0
0
0
0
0
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
0
0
PortScan
123
36,656
1
1
48
48
48
48
48
0
48
48
48
0
2,618.943693
54.561327
36,656
0
36,656
36,656
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
27.280663
27.280663
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
20
0
0
0
0
0
0
1
48
1
48
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
177
2
2
66
98
33
33
33
0
49
49
49
0
926,553.672316
22,598.870056
59
96.994845
171
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
64
64
11,299.435028
11,299.435028
33
49
39.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
49.25
33
49
64
0
0
0
0
0
0
2
66
2
98
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
30,990
2
2
60
188
30
30
30
0
94
94
94
0
8,002.581478
129.073895
10,330
17,810.67848
30,896
46
48
48
0
48
48
46
46
0
46
46
0
0
0
0
40
64
64.536947
64.536947
30
94
55.6
35.054244
1,228.8
0
0
0
0
0
0
0
0
1
69.5
30
94
40
0
0
0
0
0
0
2
60
2
188
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
54,726
81
1
1
0
0
0
0
0
0
0
0
0
0
0
24,691.35802
81
0
81
81
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
12,345.67901
12,345.67901
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
32
0
0
0
0
0
0
1
0
1
0
122
33,304
0
32
0
0
0
0
0
0
0
0
BENIGN
55,162
3
2
0
0
0
0
0
0
0
0
0
0
0
0
666,666.666667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
64
0
666,666.666667
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
64
0
0
0
0
0
0
2
0
0
0
361
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
22
1,376,541
41
40
2,728
6,634
456
0
66.536585
110.129945
976
0
165.85
325.394636
6,801.105089
58.843144
17,206.7625
106,593.576
945,176
0
1,376,541
34,413.525
159,277.7805
992,665
2
431,260
11,057.94872
26,638.92416
132,840
1
0
0
0
0
1,328
1,296
29.784801
29.058343
0
976
114.170732
244.126652
59,597.82234
0
0
0
1
0
0
0
0
0
115.580247
66.536585
165.85
1,328
0
0
0
0
0
0
41
2,728
40
6,634
29,200
243
24
32
0
0
0
0
0
0
0
0
BENIGN
50,365
8,191
30
1
57,598
0
4,380
0
1,919.933333
912.356628
0
0
0
0
7,031,864.241
3,784.64168
273.033333
536.129969
3,090
1
8,191
282.448276
543.90871
3,090
1
0
0
0
0
0
0
0
0
0
600
20
3,662.556464
122.085216
0
4,380
1,845.5625
948.005272
898,713.996
0
0
0
0
1
0
0
0
0
1,905.096774
1,919.933333
0
600
0
0
0
0
0
0
30
57,598
1
0
66
0
28
20
0
0
0
0
0
0
0
0
BENIGN
58,889
77
1
1
6
6
6
6
6
0
6
6
6
0
155,844.1558
25,974.02597
77
0
77
77
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
12,987.01299
12,987.01299
6
6
6
0
0
0
0
0
0
1
1
0
0
1
9
6
6
20
0
0
0
0
0
0
1
6
1
6
30,016
63,982
0
20
0
0
0
0
0
0
0
0
BENIGN
53
18,860,731
6
6
280
818
55
41
46.666667
6.592926
226
57
136.333333
76.001754
58.216195
0.636243
1,714,611.909
5,651,035.251
18,800,000
1
18,900,000
3,772,117
8,374,714.834
18,800,000
3
18,900,000
3,772,108.8
8,374,709.725
18,800,000
1
0
0
0
0
144
120
0.318121
0.318121
41
226
88.692308
67.360207
4,537.397436
0
0
0
0
0
0
0
0
1
96.083333
46.666667
136.333333
144
0
0
0
0
0
0
6
280
6
818
-1
-1
5
20
188
0
188
188
18,800,000
0
18,800,000
18,800,000
BENIGN
443
58,075
4
1
517
0
517
0
129.25
258.5
0
0
0
0
8,902.281533
86.095566
14,518.75
17,748.19182
36,512
58
58,075
19,358.33333
18,278.01314
36,570
174
0
0
0
0
0
0
0
0
0
136
40
68.876453
17.219113
0
517
86.166667
211.064366
44,548.16667
0
0
0
1
0
0
0
0
0
103.4
129.25
0
136
0
0
0
0
0
0
4
517
1
0
29,200
42,408
1
32
0
0
0
0
0
0
0
0
BENIGN
57,632
231
2
0
12
0
6
6
6
0
0
0
0
0
51,948.05195
8,658.008658
231
0
231
231
231
231
0
231
231
0
0
0
0
0
0
0
0
0
40
0
8,658.008658
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
512
-1
1
20
0
0
0
0
0
0
0
0
BENIGN