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
80
89,447
3
5
26
11,607
20
0
8.666667
10.263203
8,675
0
2,321.4
3,769.536019
130,054.6692
89.438438
12,778.14286
33,014.80934
87,645
49
1,396
698
493.560533
1,047
349
89,398
22,349.5
43,534.11676
87,645
178
0
0
0
0
72
112
33.539414
55.899024
0
8,675
1,292.555556
2,931.429562
8,593,279.278
0
0
0
1
0
0
0
0
1
1,454.125
8.666667
2,321.4
72
0
0
0
0
0
0
3
26
5
11,607
8,192
229
2
20
0
0
0
0
0
0
0
0
DDoS
587
56
2
2
4
12
2
2
2
0
6
6
6
0
285,714.2857
71,428.57143
18.666667
25.57994
48
1
1
1
0
1
1
48
48
0
48
48
0
0
0
0
48
40
35,714.28571
35,714.28571
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
53
180
2
2
74
178
37
37
37
0
89
89
89
0
1,400,000
22,222.22222
60
101.336075
177
0
0
0
0
0
0
3
3
0
3
3
0
0
0
0
64
64
11,111.11111
11,111.11111
37
89
57.8
28.481573
811.2
0
0
0
0
0
0
0
0
1
72.25
37
89
64
0
0
0
0
0
0
2
74
2
178
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
59,938
30,937
2
1
44
6
38
6
22
22.627417
6
6
6
0
1,616.187736
96.971264
15,468.5
21,727.27007
30,832
105
30,937
30,937
0
30,937
30,937
0
0
0
0
0
1
0
0
0
40
20
64.647509
32.323755
6
38
22
18.475209
341.333333
0
1
0
0
1
0
0
0
0
29.333333
22
6
40
0
0
0
0
0
0
2
44
1
6
351
0
1
20
0
0
0
0
0
0
0
0
BENIGN
443
117,349,033
22
20
1,298
6,369
613
0
59
147.182427
1,400
0
318.45
567.404012
65.335008
0.357907
2,862,171.537
4,448,800.72
10,000,000
3
117,000,000
5,588,049.19
4,893,730.976
10,000,000
4
112,000,000
5,904,372.789
4,991,426.462
10,100,000
3
0
0
0
0
452
544
0.187475
0.170432
0
1,400
178.302326
417.180476
174,039.5493
0
0
0
1
0
0
0
0
0
182.547619
59
318.45
452
0
0
0
0
0
0
22
1,298
20
6,369
8,192
28
21
20
184,407.9167
520,799.6875
1,838,169
33,814
9,594,677.833
1,405,536.921
10,000,000
5,131,499
BENIGN
1,111
60
1
1
0
6
0
0
0
0
6
6
6
0
100,000
33,333.33333
60
0
60
60
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
16,666.66667
16,666.66667
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
53
25,390
2
2
68
158
34
34
34
0
79
79
79
0
8,901.142182
157.54234
8,463.333333
14,615.64177
25,340
1
49
49
0
49
49
1
1
0
1
1
0
0
0
0
64
64
78.77117
78.77117
34
79
52
24.647515
607.5
0
0
0
0
0
0
0
0
1
65
34
79
64
0
0
0
0
0
0
2
68
2
158
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
443
40,055
1
1
6
6
6
6
6
0
6
6
6
0
299.588066
49.931344
40,055
0
40,055
40,055
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
24.965672
24.965672
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
40,880
32,160
0
20
0
0
0
0
0
0
0
0
BENIGN
80
98,761,783
6
7
327
11,595
309
0
54.5
124.713672
5,792
0
1,656.428571
2,120.732252
120.71471
0.13163
8,230,148.583
28,500,000
98,700,000
3
98,700,000
19,700,000
44,100,000
98,700,000
3
98,800,000
16,500,000
40,300,000
98,700,000
46
0
0
0
0
164
232
0.060752
0.070878
0
5,792
852
1,666.970767
2,778,791.538
1
0
0
0
0
0
0
0
1
917.538462
54.5
1,656.428571
164
0
0
0
0
0
0
6
327
7
11,595
0
235
3
20
11,033
0
11,033
11,033
98,700,000
0
98,700,000
98,700,000
DoS Hulk
443
46,152
4
0
31
0
31
0
7.75
15.5
0
0
0
0
671.693534
86.670133
15,384
21,798.428315
40,332
17
46,152
15,384
21,798.428315
40,332
17
0
0
0
0
0
0
0
0
0
128
0
86.670133
0
0
31
6.2
13.863621
192.2
0
0
0
0
1
0
0
0
0
7.75
7.75
0
128
0
0
0
0
0
0
4
31
0
0
317
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
80
9,483,732
4
0
24
0
6
6
6
0
0
0
0
0
2.530649
0.421775
3,161,244
5,470,261.952
9,477,758
989
9,483,732
3,161,244
5,470,261.952
9,477,758
989
0
0
0
0
0
0
0
0
0
80
0
0.421775
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
7.5
6
0
80
0
0
0
0
0
0
4
24
0
0
256
-1
3
20
5,974
0
5,974
5,974
9,477,758
0
9,477,758
9,477,758
DDoS
80
115,897,094
16
14
304
384
293
0
19
73.068005
384
0
27.428571
102.628317
5.936301
0.25885
3,996,451.517
4,882,484.82
10,000,000
117
116,000,000
7,726,472.933
4,138,987.866
10,000,000
153
110,000,000
8,483,646.923
3,760,085.852
10,000,000
379
0
0
0
0
332
424
0.138054
0.120797
0
384
22.193548
85.253903
7,268.227957
0
0
0
1
0
0
0
0
0
22.933333
19
27.428571
332
0
0
0
0
0
0
16
304
14
384
8,192
946
12
20
28,723.27273
22,270.02204
95,869
21,834
9,997,397.455
15,712.58659
10,000,000
9,950,622
BENIGN
53
204
2
2
62
254
31
31
31
0
127
127
127
0
1,549,019.608
19,607.84314
68
76.974022
153
3
3
3
0
3
3
48
48
0
48
48
0
0
0
0
40
40
9,803.921569
9,803.921569
31
127
69.4
52.581366
2,764.8
0
0
0
0
0
0
0
0
1
86.75
31
127
40
0
0
0
0
0
0
2
62
2
254
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
240
2
2
80
274
40
40
40
0
137
137
137
0
1,475,000
16,666.666667
80
45.431267
132
48
60
60
0
60
60
48
48
0
48
48
0
0
0
0
64
64
8,333.333333
8,333.333333
40
137
78.8
53.129088
2,822.7
0
0
0
0
0
0
0
0
1
98.5
40
137
64
0
0
0
0
0
0
2
80
2
274
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
197
2
2
94
350
47
47
47
0
175
175
175
0
2,253,807.107
20,304.56853
65.666667
107.676986
190
3
4
4
0
4
4
3
3
0
3
3
0
0
0
0
40
40
10,152.28426
10,152.28426
47
175
98.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
122.75
47
175
40
0
0
0
0
0
0
2
94
2
350
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
62,234,732
7
1
169
46
46
0
24.142857
23.197906
46
46
46
0
3.454663
0.128546
8,890,676
21,800,000
58,300,000
4
62,200,000
10,400,000
23,500,000
58,300,000
4
0
0
0
0
0
1
0
0
0
140
20
0.112477
0.016068
0
46
29
22.28228
496.5
0
1
0
0
1
0
0
0
0
32.625
24.142857
46
140
0
0
0
0
0
0
7
169
1
46
519
519
3
20
50,073
0
50,073
50,073
58,300,000
0
58,300,000
58,300,000
BENIGN
17,953
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
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
360
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
115,389,102
20
20
1,085
6,583
517
0
54.25
139.424711
1,460
0
329.15
594.476264
66.453416
0.346653
2,958,694.923077
4,539,170.592051
10,008,370
1
115,389,102
6,073,110.631579
4,886,467.624743
10,037,990
3
110,464,331
5,813,912.157895
5,080,900.198142
10,038,049
50
0
0
0
0
412
544
0.173327
0.173327
0
1,460
187.02439
443.721111
196,888.42439
0
0
0
1
0
0
0
0
1
191.7
54.25
329.15
412
0
0
0
0
0
0
20
1,085
20
6,583
8,192
123
19
20
40,496.090909
36,152.29244
149,499
29,435
10,001,725.454546
4,315.805101
10,008,370
9,992,381
BENIGN
49,746
1,428
2
1
12
6
6
6
6
0
6
6
6
0
12,605.042017
2,100.840336
714
998.434775
1,420
8
1,428
1,428
0
1,428
1,428
0
0
0
0
0
0
0
0
0
40
20
1,400.560224
700.280112
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
913
16,425
1
20
0
0
0
0
0
0
0
0
BENIGN
53
77,587
1
1
51
67
51
51
51
0
67
67
67
0
1,520.873342
25.777514
77,587
0
77,587
77,587
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
12.888757
12.888757
51
67
56.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
84.5
51
67
32
0
0
0
0
0
0
1
51
1
67
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
49,159
64
2
2
4
12
2
2
2
0
6
6
6
0
250,000
62,500
21.333333
33.501244
60
1
3
3
0
3
3
1
1
0
1
1
0
0
0
0
48
40
31,250
31,250
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
53
334
2
2
78
110
39
39
39
0
55
55
55
0
562,874.2515
11,976.0479
111.333333
111.428602
240
47
47
47
0
47
47
47
47
0
47
47
0
0
0
0
64
64
5,988.023952
5,988.023952
39
55
45.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
56.75
39
55
64
0
0
0
0
0
0
2
78
2
110
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
52,033
951
3
1
43
6
31
6
14.333333
14.433757
6
6
6
0
51,524.71083
4,206.098843
317
536.969273
937
1
951
475.5
671.044335
950
1
0
0
0
0
0
0
0
0
0
60
20
3,154.574132
1,051.524711
6
31
11
11.18034
125
0
0
0
0
1
0
0
0
0
13.75
14.333333
6
60
0
0
0
0
0
0
3
43
1
6
1,026
0
2
20
0
0
0
0
0
0
0
0
BENIGN
80
48
2
0
0
0
0
0
0
0
0
0
0
0
0
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
0
0
0
0
64
0
41,666.66667
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
50,214
766
3
0
0
0
0
0
0
0
0
0
0
0
0
3,916.449086
383
229.102597
545
221
766
383
229.102597
545
221
0
0
0
0
0
0
0
0
0
96
0
3,916.449086
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
96
0
0
0
0
0
0
3
0
0
0
357
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
80
11,472,471
12
7
4,095
2,310
854
0
341.25
421.987317
1,038
0
330
346.323548
558.292978
1.656138
637,359.5
2,346,269.032
10,000,000
45
11,400,000
1,039,710.636
2,983,432.269
10,000,000
6,989
11,400,000
1,906,091.833
3,998,007.427
10,000,000
45,562
0
0
0
0
260
152
1.045982
0.610156
0
1,038
320.25
382.991257
146,682.3026
0
0
0
1
0
0
0
0
0
337.105263
341.25
330
260
0
0
0
0
0
0
12
4,095
7
2,310
29,200
8,201
5
20
1,434,997
0
1,434,997
1,434,997
10,000,000
0
10,000,000
10,000,000
BENIGN
80
5,181,899
5
0
30
0
6
6
6
0
0
0
0
0
5.789383
0.964897
1,295,474.75
2,590,072.865
5,180,584
3
5,181,899
1,295,474.75
2,590,072.865
5,180,584
3
0
0
0
0
0
0
0
0
0
100
0
0.964897
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
1,315
0
1,315
1,315
5,180,584
0
5,180,584
5,180,584
DDoS
53,416
22
1
1
6
6
6
6
6
0
6
6
6
0
545,454.545455
90,909.090909
22
0
22
22
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
45,454.545455
45,454.545455
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
311
256
0
20
0
0
0
0
0
0
0
0
BENIGN
50,564
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
443
179,939
13
10
1,311
4,627
742
0
100.846154
203.571792
2,860
0
462.7
886.729327
33,000.07225
127.821095
8,179.045455
13,971.37741
37,356
1
179,939
14,994.91667
16,712.627
38,438
4
132,417
14,713
24,894.66328
71,421
1
0
0
0
0
272
212
72.246706
55.574389
0
2,860
247.416667
603.535231
364,254.7754
0
0
0
1
0
0
0
0
0
258.173913
100.846154
462.7
272
0
0
0
0
0
0
13
1,311
10
4,627
8,192
363
7
20
0
0
0
0
0
0
0
0
BENIGN
53
23,558
1
1
47
63
47
47
47
0
63
63
63
0
4,669.326768
84.89685
23,558
0
23,558
23,558
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
42.448425
42.448425
47
63
52.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
78.5
47
63
20
0
0
0
0
0
0
1
47
1
63
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
53
119,028,703
2
2
105
185
58
47
52.5
7.778175
110
75
92.5
24.748737
2.436387
0.033605
39,700,000
68,000,000
118,000,000
24,174
118,000,000
118,000,000
0
118,000,000
118,000,000
119,000,000
119,000,000
0
119,000,000
119,000,000
0
0
0
0
52
40
0.016803
0.016803
47
110
67.4
26.425367
698.3
0
0
0
0
0
0
0
0
1
84.25
52.5
92.5
52
0
0
0
0
0
0
2
105
2
185
-1
-1
1
20
24,174
0
24,174
24,174
118,000,000
0
118,000,000
118,000,000
BENIGN
21
143,284
19
25
206
480
43
0
10.842105
11.903609
51
0
19.2
14.203873
4,787.694369
307.082438
3,332.186047
12,878.001864
70,953
0
143,275
7,959.722222
26,654.826363
111,443
3
143,159
5,964.958333
16,935.181522
70,953
0
0
0
0
0
404
524
132.60378
174.478658
0
51
15.244444
13.804076
190.552525
0
0
0
1
0
0
0
0
1
15.590909
10.842105
19.2
404
0
0
0
0
0
0
19
206
25
480
8,192
229
17
20
0
0
0
0
0
0
0
0
BENIGN
53
376
1
1
46
103
46
46
46
0
103
103
103
0
396,276.5957
5,319.148936
376
0
376
376
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
2,659.574468
2,659.574468
46
103
65
32.908965
1,083
0
0
0
0
0
0
0
0
1
97.5
46
103
32
0
0
0
0
0
0
1
46
1
103
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
1,149
3
2
0
4
0
2
2
2
0
0
0
0
0
1,333,333.333
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
0
0
0
0
48
0
666,666.6667
0
2
2
2
0
0
0
0
0
1
0
0
0
0
0
3
2
0
48
0
0
0
0
0
0
2
4
0
0
1,024
-1
1
24
0
0
0
0
0
0
0
0
BENIGN
443
116,115,000
21
19
1,347
6,538
645
0
64.142857
157.240989
2,421
0
344.105263
705.955215
67.906817
0.344486
2,977,307.692
4,508,386.373
10,000,000
2
116,000,000
5,805,750
4,938,719.062
10,100,000
3
112,000,000
6,213,349.111
5,007,541.474
10,100,000
2
0
0
0
0
432
392
0.180855
0.163631
0
2,421
192.317073
507.073586
257,123.622
0
0
0
1
0
0
0
0
0
197.125
64.142857
344.105263
432
0
0
0
0
0
0
21
1,347
19
6,538
8,192
5,120
20
20
165,702.1818
240,303.3869
890,244
93,058
10,000,000
2,487.856646
10,000,000
9,998,285
BENIGN
80
85,186,358
6
7
434
11,595
416
0
72.333333
168.387252
5,792
0
1,656.428571
2,120.732252
141.208056
0.152607
7,098,863.167
24,500,000
85,000,000
6
85,100,000
17,000,000
38,000,000
85,000,000
6
85,200,000
14,200,000
34,700,000
85,100,000
47
0
0
0
0
164
232
0.070434
0.082173
0
5,792
859.642857
1,664.53318
2,770,670.709
1
0
0
0
0
0
0
0
1
925.769231
72.333333
1,656.428571
164
0
0
0
0
0
0
6
434
7
11,595
0
235
3
20
11,036
0
11,036
11,036
85,000,000
0
85,000,000
85,000,000
DoS Hulk
389
119,778,380
40
20
8,060
6,320
403
0
201.5
204.066982
316
316
316
0
120.055055
0.500925
2,030,142.033898
5,115,937.518517
16,417,623
2
119,778,380
3,071,240.512821
6,055,276.688078
16,417,623
2
119,778,066
6,304,108.736842
7,476,568.072671
16,418,057
2
1
0
0
0
1,280
640
0.33395
0.166975
0
403
242.344262
174.410138
30,418.896175
0
1
0
0
1
0
0
0
0
246.383333
201.5
316
1,280
0
0
0
0
0
0
40
8,060
20
6,320
1,444
2,076
19
32
359.777778
14.104767
384
338
13,308,309.444444
4,571,523.118241
16,417,623
5,389,941
BENIGN
50,192
95
1
3
0
18
0
0
0
0
6
6
6
0
189,473.6842
42,105.26316
31.666667
51.393904
91
1
0
0
0
0
0
4
2
1.414214
3
1
0
0
0
0
32
60
10,526.31579
31,578.94737
0
6
3.6
3.286335
10.8
0
0
0
0
1
0
0
0
3
4.5
0
6
32
0
0
0
0
0
0
1
0
3
18
1,133
0
0
32
0
0
0
0
0
0
0
0
BENIGN
53
24,277
2
2
168
332
84
84
84
0
166
166
166
0
20,595.62549
164.765004
8,092.333333
14,011.13633
24,271
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
64
82.382502
82.382502
84
166
116.8
44.91325
2,017.2
0
0
0
0
0
0
0
0
1
146
84
166
40
0
0
0
0
0
0
2
168
2
332
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
356,745
7
8
1,636
3,638
993
0
233.714286
384.460104
1,460
0
454.75
580.041563
14,783.66901
42.04684
25,481.78571
58,797.37022
225,744
3
328,364
54,727.33333
96,176.47191
249,750
320
331,309
47,329.85714
80,797.18342
225,744
3
0
0
0
0
164
172
19.621859
22.424981
0
1,460
329.625
485.818193
236,019.3167
0
0
0
1
0
0
0
0
1
351.6
233.714286
454.75
164
0
0
0
0
0
0
7
1,636
8
3,638
8,192
64
3
20
0
0
0
0
0
0
0
0
BENIGN
80
296,484
3
6
26
11,607
20
0
8.666667
10.263203
5,840
0
1,934.5
2,538.919278
39,236.51867
30.35577
37,060.5
104,572.0529
295,863
2
459
229.5
235.466558
396
63
296,420
59,284
132,251.8395
295,863
2
0
0
0
0
72
132
10.11859
20.23718
0
5,840
1,163.3
2,138.329153
4,572,451.567
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
56,020
45
1
1
6
6
6
6
6
0
6
6
6
0
266,666.6667
44,444.44444
45
0
45
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
22,222.22222
22,222.22222
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
946
256
0
20
0
0
0
0
0
0
0
0
BENIGN
443
1,225,587
6
8
733
572
437
0
122.166667
176.571138
405
0
71.5
146.879932
1,064.79589
11.423098
94,275.92308
220,198.6053
801,714
3
423,873
84,774.6
114,106.2342
278,401
238
1,153,742
164,820.2857
369,490.4769
999,352
3
0
0
0
0
132
168
4.895613
6.527484
0
437
87
152.084093
23,129.57143
0
0
0
1
0
0
0
0
1
93.214286
122.166667
71.5
132
0
0
0
0
0
0
6
733
8
572
8,192
5,113
3
20
0
0
0
0
0
0
0
0
BENIGN
80
41,749,140
112,141
157,388
650,929
399,000,000
341
0
5.804559
2.219001
11,680
0
2,537.47869
1,343.368359
9,581,505.751
6,455.917415
154.897228
3,170.629917
1,061,400
0
41,700,000
372.29481
4,935.427869
1,061,400
0
41,700,000
265.167873
4,280.406686
1,077,516
0
0
0
0
0
2,289,684
3,147,772
2,686.067306
3,769.850109
0
11,680
1,484.137666
1,615.854452
2,610,985.61
0
0
0
1
0
0
0
0
1
1,484.143172
5.804559
2,537.47869
2,289,684
0
0
0
0
0
0
112,141
650,929
157,388
399,368,696
8,192
1,047
108,273
20
0
0
0
0
0
0
0
0
BENIGN
53
31,765
1
1
51
67
51
51
51
0
67
67
67
0
3,714.780419
62.96238
31,765
0
31,765
31,765
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
31.48119
31.48119
51
67
56.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
84.5
51
67
32
0
0
0
0
0
0
1
51
1
67
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
406
1
1
41
90
41
41
41
0
90
90
90
0
322,660.0985
4,926.108374
406
0
406
406
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
2,463.054187
2,463.054187
41
90
57.333333
28.290163
800.333333
0
0
0
0
0
0
0
0
1
86
41
90
32
0
0
0
0
0
0
1
41
1
90
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
30,977
1
1
42
90
42
42
42
0
90
90
90
0
4,261.226071
64.564031
30,977
0
30,977
30,977
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
32.282016
32.282016
42
90
58
27.712813
768
0
0
0
0
0
0
0
0
1
87
42
90
20
0
0
0
0
0
0
1
42
1
90
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
2,022
48
2
0
4
0
2
2
2
0
0
0
0
0
83,333.33333
41,666.66667
48
0
48
48
48
48
0
48
48
0
0
0
0
0
0
0
0
0
48
0
41,666.66667
0
2
2
2
0
0
0
0
0
1
0
0
0
0
0
3
2
0
48
0
0
0
0
0
0
2
4
0
0
1,024
-1
1
24
0
0
0
0
0
0
0
0
BENIGN
80
100,396,707
14
14
440
1,770
430
0
31.428571
114.717522
1,770
0
126.428571
473.052398
22.012674
0.278894
3,718,396.556
4,912,756.931
10,000,000
76
100,000,000
7,715,350.385
4,389,325.265
10,000,000
384
100,000,000
7,721,028.308
4,382,919.801
10,000,000
945
0
0
0
0
292
412
0.139447
0.139447
0
1,770
76.206897
335.377866
112,478.3128
0
0
0
1
0
0
0
0
1
78.928571
31.428571
126.428571
292
0
0
0
0
0
0
14
440
14
1,770
8,192
946
11
20
25,872.4
7,773.299788
47,968
22,927
10,000,000
8,364.384887
10,000,000
9,997,539
BENIGN
53
31,508
1
1
42
134
42
42
42
0
134
134
134
0
5,585.88295
63.475943
31,508
0
31,508
31,508
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
31.737971
31.737971
42
134
72.666667
53.116225
2,821.333333
0
0
0
0
0
0
0
0
1
109
42
134
20
0
0
0
0
0
0
1
42
1
134
-1
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
80
158,069
3
6
26
11,607
20
0
8.666667
10.263203
4,380
0
1,934.5
2,177.344966
73,594.44293
56.93716
19,758.625
55,385.67986
156,830
2
909
454.5
473.054437
789
120
157,993
31,598.6
70,007.4404
156,830
2
0
0
0
0
72
132
18.979053
37.958107
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
21
158,589
18
25
200
478
43
0
11.111111
12.189141
50
0
19.12
14.018797
4,275.201937
271.141126
3,775.928571
15,057.31854
86,872
0
158,536
9,325.647059
31,423.24034
129,188
3
158,504
6,604.333333
19,625.4823
86,872
1
0
0
0
0
384
524
113.500936
157.640189
0
50
15.409091
13.772771
189.689218
0
0
0
1
0
0
0
0
1
15.767442
11.111111
19.12
384
0
0
0
0
0
0
18
200
25
478
8,192
229
16
20
0
0
0
0
0
0
0
0
BENIGN
80
600,077
2
0
12
0
6
6
6
0
0
0
0
0
19.997434
3.332906
600,077
0
600,077
600,077
600,077
600,077
0
600,077
600,077
0
0
0
0
0
0
0
0
0
40
0
3.332906
0
6
6
6
0
0
0
0
0
0
1
1
0
0
0
9
6
0
40
0
0
0
0
0
0
2
12
0
0
16,425
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
123
67,024,726
2
2
96
96
48
48
48
0
48
48
48
0
2.864614
0.059679
22,300,000
38,700,000
67,000,000
24,732
67,000,000
67,000,000
0
67,000,000
67,000,000
67,000,000
67,000,000
0
67,000,000
67,000,000
0
0
0
0
64
64
0.02984
0.02984
48
48
48
0
0
0
0
0
0
0
0
0
0
1
60
48
48
64
0
0
0
0
0
0
2
96
2
96
-1
-1
1
32
24,934
0
24,934
24,934
67,000,000
0
67,000,000
67,000,000
BENIGN
443
5,774,058
8
6
387
5,205
206
0
48.375
76.247599
2,920
0
867.5
1,142.27698
968.469662
2.424638
444,158.3077
1,508,367.246
5,460,821
4
5,774,058
824,865.4286
2,046,034.291
5,460,821
4
74,542
14,908.4
18,850.93308
38,621
46
0
0
0
0
172
132
1.385507
1.039131
0
2,920
372.8
802.408891
643,860.0286
0
0
0
1
0
0
0
0
0
399.428571
48.375
867.5
172
0
0
0
0
0
0
8
387
6
5,205
8,192
119
7
20
313,233
0
313,233
313,233
5,460,821
0
5,460,821
5,460,821
BENIGN
53
251
2
2
62
236
31
31
31
0
118
118
118
0
1,187,250.996
15,936.25498
83.666667
103.229518
200
3
3
3
0
3
3
48
48
0
48
48
0
0
0
0
40
40
7,968.12749
7,968.12749
31
118
65.8
47.651863
2,270.7
0
0
0
0
0
0
0
0
1
82.25
31
118
40
0
0
0
0
0
0
2
62
2
236
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
33,494
7
2
0
1,983
0
1,983
0
991.5
1,402.192747
0
0
0
0
283,000,000
285,714.2857
7
0
7
7
7
7
0
7
7
0
0
0
0
0
1
0
0
0
64
0
285,714.2857
0
0
1,983
1,322
1,144.885584
1,310,763
0
1
0
0
1
0
0
0
0
1,983
991.5
0
64
0
0
0
0
0
0
2
1,983
0
0
235
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
3,551
55
1
1
0
6
0
0
0
0
6
6
6
0
109,090.9091
36,363.63636
55
0
55
55
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
18,181.81818
18,181.81818
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
53
147
2
2
66
98
33
33
33
0
49
49
49
0
1,115,646.259
27,210.88435
49
79.674337
141
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
40
13,605.44218
13,605.44218
33
49
39.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
49.25
33
49
40
0
0
0
0
0
0
2
66
2
98
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
30,815
1
1
44
169
44
44
44
0
169
169
169
0
6,912.218076
64.903456
30,815
0
30,815
30,815
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
32.451728
32.451728
44
169
85.666667
72.168784
5,208.333333
0
0
0
0
0
0
0
0
1
128.5
44
169
32
0
0
0
0
0
0
1
44
1
169
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
38,640
1
2
0
12
0
6
6
6
0
0
0
0
0
12,000,000
2,000,000
1
0
1
1
1
1
0
1
1
0
0
0
0
0
0
0
0
0
40
0
2,000,000
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
40,921
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
59,839
190
3
1
83
6
46
6
27.666667
20.207259
6
6
6
0
468,421.0526
21,052.63158
63.333333
63.736436
130
3
190
95
130.107648
187
3
0
0
0
0
0
1
0
0
0
60
20
15,789.47368
5,263.157895
6
46
27
20.124612
405
0
1
0
0
1
0
0
0
0
33.75
27.666667
6
60
0
0
0
0
0
0
3
83
1
6
123
0
2
20
0
0
0
0
0
0
0
0
BENIGN
53
49,619
1
1
55
71
55
55
55
0
71
71
71
0
2,539.349846
40.30714
49,619
0
49,619
49,619
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
20.15357
20.15357
55
71
60.333333
9.237604
85.333333
0
0
0
0
0
0
0
0
1
90.5
55
71
32
0
0
0
0
0
0
1
55
1
71
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
241
2
2
56
568
28
28
28
0
284
284
284
0
2,589,211.618
16,597.51037
80.333333
133.945263
235
3
3
3
0
3
3
3
3
0
3
3
0
0
0
0
40
40
8,298.755187
8,298.755187
28
284
130.4
140.216975
19,660.8
0
0
0
0
0
0
0
0
1
163
28
284
40
0
0
0
0
0
0
2
56
2
568
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
549
1
1
53
113
53
53
53
0
113
113
113
0
302,367.9417
3,642.98725
549
0
549
549
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
40
1,821.493625
1,821.493625
53
113
73
34.641016
1,200
0
0
0
0
0
0
0
0
1
109.5
53
113
40
0
0
0
0
0
0
1
53
1
113
-1
-1
0
40
0
0
0
0
0
0
0
0
BENIGN
80
98,468,740
8
6
317
11,595
311
0
39.625
109.672158
5,792
0
1,932.5
2,537.820147
120.972402
0.142177
7,574,518.462
27,300,000
98,500,000
1
98,500,000
14,100,000
37,200,000
98,500,000
1
1,358
271.6
464.52212
1,096
3
0
0
0
0
252
200
0.081244
0.060933
0
5,792
794.133333
1,797.757209
3,231,930.981
0
0
0
0
1
0
0
0
0
850.857143
39.625
1,932.5
252
0
0
0
0
0
0
8
317
6
11,595
251
235
2
20
2,014
0
2,014
2,014
98,500,000
0
98,500,000
98,500,000
DoS Hulk
10,215
92
1
1
0
6
0
0
0
0
6
6
6
0
65,217.3913
21,739.13043
92
0
92
92
0
0
0
0
0
0
0
0
0
0
0
0
0
0
40
20
10,869.56522
10,869.56522
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
98
2
0
12
0
6
6
6
0
0
0
0
0
122,448.9796
20,408.16327
98
0
98
98
98
98
0
98
98
0
0
0
0
0
0
0
0
0
40
0
20,408.16327
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
256
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
443
62,786,322
52
76
7,845
40,707
2,041
0
150.865385
409.298109
2,298
0
535.618421
661.606428
773.289444
2.038661
494,380.4882
5,199,621.434
58,600,000
1
62,800,000
1,231,104.353
8,209,356.562
58,700,000
54
62,700,000
835,994.44
6,767,992.162
58,700,000
1
0
0
0
0
1,052
1,532
0.828206
1.210455
0
2,298
376.372093
600.041289
360,049.548
0
0
0
1
0
0
0
0
1
379.3125
150.865385
535.618421
1,052
0
0
0
0
0
0
52
7,845
76
40,707
8,192
546
51
20
4,083,398
0
4,083,398
4,083,398
58,600,000
0
58,600,000
58,600,000
BENIGN
80
432,904
3
4
658
421
658
0
219.333333
379.896477
421
0
105.25
210.5
2,492.469462
16.169867
72,150.66667
111,212.2466
215,729
47
215,939
107,969.5
152,485.456
215,793
146
217,185
72,395
124,322.7221
215,949
47
0
0
0
0
104
136
6.929943
9.239924
0
658
134.875
257.647288
66,382.125
0
0
0
1
0
0
0
0
1
154.142857
219.333333
105.25
104
0
0
0
0
0
0
3
658
4
421
29,200
5,038
1
32
0
0
0
0
0
0
0
0
BENIGN
80
197
2
0
12
0
6
6
6
0
0
0
0
0
60,913.70558
10,152.28426
197
0
197
197
197
197
0
197
197
0
0
0
0
0
0
0
0
0
40
0
10,152.28426
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
252
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
55,257
68
1
1
0
0
0
0
0
0
0
0
0
0
0
29,411.76471
68
0
68
68
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
14,705.88235
14,705.88235
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
122
33,304
0
32
0
0
0
0
0
0
0
0
BENIGN
64,640
81,854,788
7
9
11,607
62
4,295
0
1,658.142857
1,750.496732
20
0
6.888889
5.301991
142.55733
0.195468
5,456,985.867
19,300,000
75,200,000
1
81,900,000
13,600,000
32,800,000
80,700,000
15
80,700,000
10,100,000
26,400,000
75,200,000
1
0
0
0
0
152
192
0.085517
0.109951
0
4,295
686.764706
1,360.473425
1,850,887.941
0
0
0
0
1
1
0
0
1
729.6875
1,658.142857
6.888889
152
0
0
0
0
0
0
7
11,607
9
62
229
256
5
20
30,199
0
30,199
30,199
40,300,000
49,300,000
75,200,000
5,419,821
BENIGN
53
182
2
2
88
120
44
44
44
0
60
60
60
0
1,142,857.143
21,978.02198
60.666667
63.947895
130
4
4
4
0
4
4
48
48
0
48
48
0
0
0
0
40
40
10,989.01099
10,989.01099
44
60
50.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
63
44
60
40
0
0
0
0
0
0
2
88
2
120
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
80
49
2
0
0
0
0
0
0
0
0
0
0
0
0
40,816.32653
49
0
49
49
49
49
0
49
49
0
0
0
0
0
0
0
0
0
64
0
40,816.32653
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
251
-1
0
32
0
0
0
0
0
0
0
0
DoS Hulk
53
175,907
1
1
46
93
46
46
46
0
93
93
93
0
790.190271
11.369644
175,907
0
175,907
175,907
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
5.684822
5.684822
46
93
61.666667
27.135463
736.333333
0
0
0
0
0
0
0
0
1
92.5
46
93
32
0
0
0
0
0
0
1
46
1
93
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
53
215
2
2
76
332
38
38
38
0
166
166
166
0
1,897,674.419
18,604.65116
71.666667
82.099533
163
4
4
4
0
4
4
48
48
0
48
48
0
0
0
0
64
64
9,302.325581
9,302.325581
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
80
85,513,139
7
6
356
11,595
356
0
50.857143
134.555352
5,792
0
1,932.5
2,181.008184
139.756301
0.152023
7,126,094.917
24,600,000
85,400,000
1
85,400,000
14,200,000
34,800,000
85,400,000
1
148,513
29,702.6
60,282.00549
137,206
46
0
0
0
0
232
200
0.081859
0.070165
0
5,792
853.642857
1,666.783434
2,778,167.016
0
0
0
0
1
0
0
0
0
919.307692
50.857143
1,932.5
232
0
0
0
0
0
0
7
356
6
11,595
251
235
1
32
992
0
992
992
85,400,000
0
85,400,000
85,400,000
DoS Hulk
21
8,954,847
9
15
111
188
26
0
12.333333
10.148892
34
0
12.533333
14.54975
33.389739
2.680113
389,341.1739
1,014,794.126
3,203,911
3
5,898,136
737,267
1,372,913.674
3,246,761
3
8,954,789
639,627.7857
1,253,139.509
3,203,911
48
0
0
0
0
296
488
1.005042
1.67507
0
34
11.96
12.80781
164.04
0
0
0
1
0
0
0
0
1
12.458333
12.333333
12.533333
296
0
0
0
0
0
0
9
111
15
188
29,200
227
6
32
0
0
0
0
0
0
0
0
FTP-Patator
53
153
2
2
76
108
38
38
38
0
54
54
54
0
1,202,614.379
26,143.79085
51
48.569538
101
4
4
4
0
4
4
48
48
0
48
48
0
0
0
0
64
64
13,071.89542
13,071.89542
38
54
44.4
8.763561
76.8
0
0
0
0
0
0
0
0
1
55.5
38
54
64
0
0
0
0
0
0
2
76
2
108
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
53
47,585,372
2
2
88
201
44
44
44
0
112
89
100.5
16.263456
6.073295
0.084059
15,900,000
27,200,000
47,300,000
23,499
47,600,000
47,600,000
0
47,600,000
47,600,000
47,300,000
47,300,000
0
47,300,000
47,300,000
0
0
0
0
64
52
0.04203
0.04203
44
112
66.6
31.996875
1,023.8
0
0
0
0
0
0
0
0
1
83.25
44
100.5
64
0
0
0
0
0
0
2
88
2
201
-1
-1
1
32
306,367
0
306,367
306,367
47,300,000
0
47,300,000
47,300,000
BENIGN
123
67,817
1
1
48
48
48
48
48
0
48
48
48
0
1,415.574266
29.491131
67,817
0
67,817
67,817
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
14.745565
14.745565
48
48
48
0
0
0
0
0
0
0
0
0
0
1
72
48
48
32
0
0
0
0
0
0
1
48
1
48
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
54,783
92
1
2
0
0
0
0
0
0
0
0
0
0
0
32,608.69565
46
60.811183
89
3
0
0
0
0
0
3
3
0
3
3
0
0
0
0
32
64
10,869.56522
21,739.13043
0
0
0
0
0
0
0
0
0
1
1
0
0
2
0
0
0
32
0
0
0
0
0
0
1
0
2
0
243
305
0
32
0
0
0
0
0
0
0
0
BENIGN
2,660
18
1
1
6
6
6
6
6
0
6
6
6
0
666,666.6667
111,111.1111
18
0
18
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
55,555.55556
55,555.55556
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
8,190
64,240
0
20
0
0
0
0
0
0
0
0
BENIGN
80
60
2
0
0
0
0
0
0
0
0
0
0
0
0
33,333.33333
60
0
60
60
60
60
0
60
60
0
0
0
0
0
0
0
0
0
40
0
33,333.33333
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
40
0
0
0
0
0
0
2
0
0
0
256
-1
0
20
0
0
0
0
0
0
0
0
BENIGN
443
65,840,265
20
23
1,629
11,285
837
0
81.45
206.979906
1,448
0
490.652174
634.508801
196.141373
0.653096
1,567,625.357143
3,618,547.877765
10,241,491
1
61,534,183
3,238,641.210526
4,857,487.75183
10,264,024
1
65,817,792
2,991,717.818182
4,612,279.279806
10,263,846
1
0
0
0
0
648
732
0.303765
0.34933
0
1,448
293.5
518.28512
268,619.465116
0
0
0
1
0
0
0
0
1
300.325581
81.45
490.652174
648
0
0
0
0
0
0
20
1,629
23
11,285
29,200
0
4
32
76,961
133,839.685228
350,160
22,168
10,178,736.166667
107,583.822266
10,241,491
9,959,990
BENIGN
53
200
2
2
52
308
26
26
26
0
154
154
154
0
1,800,000
20,000
66.666667
75.447554
150
3
3
3
0
3
3
47
47
0
47
47
0
0
0
0
40
40
10,000
10,000
26
154
77.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
96.5
26
154
40
0
0
0
0
0
0
2
52
2
308
-1
-1
1
20
0
0
0
0
0
0
0
0
BENIGN
53
31,149
2
2
66
122
33
33
33
0
61
61
61
0
6,035.506758
128.415037
10,383
17,941.46368
31,100
1
1
1
0
1
1
48
48
0
48
48
0
0
0
0
80
64
64.207519
64.207519
33
61
44.2
15.336232
235.2
0
0
0
0
0
0
0
0
1
55.25
33
61
80
0
0
0
0
0
0
2
66
2
122
-1
-1
1
40
0
0
0
0
0
0
0
0
BENIGN
80
6,752,859
4
0
24
0
6
6
6
0
0
0
0
0
3.55405
0.592342
2,250,953
3,897,913.689
6,751,876
2
6,752,859
2,250,953
3,897,913.689
6,751,876
2
0
0
0
0
0
0
0
0
0
80
0
0.592342
0
6
6
6
0
0
0
0
0
0
1
0
0
0
0
7.5
6
0
80
0
0
0
0
0
0
4
24
0
0
256
-1
3
20
983
0
983
983
6,751,876
0
6,751,876
6,751,876
DDoS
80
109,954,153
5
3
199
1,634
181
0
39.8
78.975946
1,628
0
544.666667
938.198984
16.670585
0.072758
15,700,000
41,500,000
110,000,000
4
110,000,000
27,500,000
54,800,000
110,000,000
63
114,457
57,228.5
79,158.48283
113,202
1,255
0
0
0
0
112
72
0.045473
0.027284
0
1,628
203.666667
537.35091
288,746
0
0
0
1
0
0
0
0
0
229.125
39.8
544.666667
112
0
0
0
0
0
0
5
199
3
1,634
65,535
946
4
20
0
0
0
0
0
0
0
0
BENIGN
53
61,024
1
1
59
105
59
59
59
0
105
105
105
0
2,687.467226
32.773991
61,024
0
61,024
61,024
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
16.386995
16.386995
59
105
74.333333
26.558112
705.333333
0
0
0
0
0
0
0
0
1
111.5
59
105
32
0
0
0
0
0
0
1
59
1
105
-1
-1
0
32
0
0
0
0
0
0
0
0
BENIGN
52,812
74
1
1
0
0
0
0
0
0
0
0
0
0
0
27,027.02703
74
0
74
74
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
13,513.51351
13,513.51351
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
122
790
0
32
0
0
0
0
0
0
0
0
BENIGN
1,080
27
1
1
2
6
2
2
2
0
6
6
6
0
296,296.2963
74,074.07407
27
0
27
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
24
20
37,037.03704
37,037.03704
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
170,773
2
2
64
532
32
32
32
0
266
266
266
0
3,490.013058
23.422906
56,924.33333
98,549.94074
170,720
4
49
49
0
49
49
4
4
0
4
4
0
0
0
0
80
40
11.711453
11.711453
32
266
125.6
128.167079
16,426.8
0
0
0
0
0
0
0
0
1
157
32
266
80
0
0
0
0
0
0
2
64
2
532
-1
-1
1
40
0
0
0
0
0
0
0
0
BENIGN
53
63,208
2
2
64
320
32
32
32
0
160
160
160
0
6,075.180357
63.283129
21,069.33333
36,448.12975
63,156
3
3
3
0
3
3
49
49
0
49
49
0
0
0
0
64
64
31.641564
31.641564
32
160
83.2
70.108487
4,915.2
0
0
0
0
0
0
0
0
1
104
32
160
64
0
0
0
0
0
0
2
64
2
320
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
80
11,534
3
6
309
11,595
309
0
103
178.401233
4,344
0
1,932.5
1,754.831473
1,032,079.071
780.301717
1,441.75
3,422.515731
9,853
5
10,015
5,007.5
7,074.603346
10,010
5
11,377
2,275.4
4,273.973713
9,871
49
0
0
0
0
104
200
260.100572
520.201144
0
4,344
1,190.4
1,623.76327
2,636,607.156
0
0
0
1
0
0
0
0
2
1,322.666667
103
1,932.5
104
0
0
0
0
0
0
3
309
6
11,595
29,200
235
1
32
0
0
0
0
0
0
0
0
DoS Hulk
80
6,932,605
6
4
1,089
2,072
626
0
181.5
280.126936
1,033
0
518
594.675822
455.961359
1.442459
770,289.4444
1,601,264.957
4,806,693
104
2,125,912
425,182.4
683,968.2342
1,633,585
311
6,899,949
2,299,983
2,510,247.572
4,999,075
35,276
0
0
0
0
132
88
0.865476
0.576984
0
1,033
287.363636
426.129856
181,586.6545
0
0
0
1
0
0
0
0
0
316.1
181.5
518
132
0
0
0
0
0
0
6
1,089
4
2,072
8,192
11
5
20
0
0
0
0
0
0
0
0
BENIGN
53
248
2
2
72
350
36
36
36
0
175
175
175
0
1,701,612.903
16,129.03226
82.666667
141.450816
246
1
1
1
0
1
1
1
1
0
1
1
0
0
0
0
64
64
8,064.516129
8,064.516129
36
175
91.6
76.133435
5,796.3
0
0
0
0
0
0
0
0
1
114.5
36
175
64
0
0
0
0
0
0
2
72
2
350
-1
-1
1
32
0
0
0
0
0
0
0
0
BENIGN
54,580
48
1
1
0
0
0
0
0
0
0
0
0
0
0
41,666.66667
48
0
48
48
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
20,833.33333
20,833.33333
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
122
33,304
0
32
0
0
0
0
0
0
0
0
BENIGN