Datasets:
wassim249
/
CICD

Dataset card Data Studio Files
xet
 Community
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_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
psh_flag_count
int64
ack_flag_count
int64
urg_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
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_max
int64
active_min
int64
idle_mean
float64
idle_std
float64
idle_max
int64
idle_min
int64
label
string
__index_level_0__
int64
52,238
4
2
0
12
0
6
6
6
0
0
0
0
0
3,000,000
500,000
4
0
4
4
4
4
0
4
4
0
0
0
0
0
40
0
500,000
0
6
6
6
0
0
0
1
0
0
9
6
0
40
2
12
0
0
184
-1
1
20
0
0
0
0
0
0
BENIGN
66,591
443
4,848,983
5
1
135
46
46
6
27
20.124612
46
46
46
0
37.327415
1.237373
969,796.6
2,037,384.594
4,611,612
3
4,848,983
1,212,245.75
2,268,813.561
4,611,612
3
0
0
0
0
0
100
20
1.031144
0.206229
6
46
32.428571
18.8667
355.952381
0
1
0
0
37.833333
27
46
100
5
135
1
46
258
360
4
20
0
0
0
0
0
0
BENIGN
92,430
53
505
4
4
92
92
23
23
23
0
23
23
23
0
364,356.4356
15,841.58416
72.142857
90.620874
265
1
364
121.333333
167.643471
313
2
238
79.333333
97.1202
188
1
128
128
7,920.792079
7,920.792079
23
23
23
0
0
0
0
0
1
25.875
23
23
128
4
92
4
92
-1
-1
3
32
0
0
0
0
0
0
BENIGN
85,388
80
75,683,690
9
8
0
0
0
0
0
0
0
0
0
0
0
0.224619
4,730,230.625
4,991,171.970763
10,024,429
23,486
75,683,690
9,460,461.25
1,661,561.231694
10,047,916
5,348,307
70,331,925
10,047,417.857143
1,463.958951
10,048,232
10,044,160
288
256
0.118916
0.105703
0
0
0
0
0
0
1
0
0
0
0
0
288
9
0
8
0
465
323
0
32
27,268
23,486
10,023,709.857143
1,366.408117
10,024,429
10,020,644
BENIGN
86,300
53
197,516
1
1
51
94
51
51
51
0
94
94
94
0
734.117742
10.125762
197,516
0
197,516
197,516
0
0
0
0
0
0
0
0
0
0
32
20
5.062881
5.062881
51
94
65.333333
24.826062
616.333333
0
0
0
1
98
51
94
32
1
51
1
94
-1
-1
0
32
0
0
0
0
0
0
BENIGN
280,113
1,302
120
1
1
6
6
6
6
6
0
6
6
6
0
100,000
16,666.666667
120
0
120
120
0
0
0
0
0
0
0
0
0
0
20
20
8,333.333333
8,333.333333
6
6
6
0
0
0
1
1
1
9
6
6
20
1
6
1
6
946
256
0
20
0
0
0
0
0
0
BENIGN
344,907
5,225
76
1
1
0
6
0
0
0
0
6
6
6
0
78,947.36842
26,315.78947
76
0
76
76
0
0
0
0
0
0
0
0
0
0
40
20
13,157.89474
13,157.89474
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
195,514
80
5,922,906
10
5
291
8,569
291
0
29.1
92.02228
2,920
0
1,713.8
1,235.840686
1,495.887323
2.532541
423,064.7143
1,270,715.061
4,813,314
3
5,922,906
658,100.6667
1,565,223.453
4,813,314
3
951,981
237,995.25
161,329.2878
479,970
155,017
272
112
1.68836
0.84418
0
2,920
553.75
1,031.930779
1,064,881.133
1
0
0
0
590.666667
29.1
1,713.8
272
10
291
5
8,569
8,192
237
1
20
0
0
0
0
0
0
BENIGN
383,211
80
98,730,697
9
6
350
11,595
350
0
38.888889
116.666667
5,792
0
1,932.5
2,181.008184
120.985675
0.151928
7,052,192.643
26,400,000
98,700,000
0
98,700,000
12,300,000
34,900,000
98,700,000
0
28,472
5,694.4
7,805.335214
16,173
45
296
200
0.091157
0.060771
0
5,792
746.5625
1,578.947581
2,493,075.463
0
1
0
0
796.333333
38.888889
1,932.5
296
9
350
6
11,595
251
235
1
32
993
993
98,700,000
0
98,700,000
98,700,000
DoS Hulk
182,709
443
284,835
1
1
0
0
0
0
0
0
0
0
0
0
0
7.021609
284,835
0
284,835
284,835
0
0
0
0
0
0
0
0
0
0
32
32
3.510805
3.510805
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
1,324
199
0
32
0
0
0
0
0
0
BENIGN
666,651
443
274,265
14
12
1,023
4,705
457
0
73.071429
127.659682
1,430
0
392.083333
554.512474
20,884.91058
94.798826
10,970.6
16,463.76068
48,218
1
274,265
21,097.30769
21,975.83917
61,714
4
237,243
21,567.54545
36,071.93792
111,390
1
292
252
51.045522
43.753304
0
1,430
212.148148
406.604391
165,327.1311
1
0
0
0
220.307692
73.071429
392.083333
292
14
1,023
12
4,705
8,192
360
7
20
0
0
0
0
0
0
BENIGN
202,641
54,287
25
2
1
0
0
0
0
0
0
0
0
0
0
0
120,000
12.5
13.435029
22
3
3
3
0
3
3
0
0
0
0
0
64
32
80,000
40,000
0
0
0
0
0
0
1
1
0
0
0
0
64
2
0
1
0
349
250
0
32
0
0
0
0
0
0
BENIGN
340,477
53
91,479
2
2
64
218
32
32
32
0
109
109
109
0
3,082.674712
43.725882
30,493
52,811.09517
91,474
1
1
1
0
1
1
4
4
0
4
4
40
40
21.862941
21.862941
32
109
62.8
42.174637
1,778.7
0
0
0
1
78.5
32
109
40
2
64
2
218
-1
-1
1
20
0
0
0
0
0
0
BENIGN
106,117
53
49,090
1
1
60
117
60
60
60
0
117
117
117
0
3,605.622326
40.741495
49,090
0
49,090
49,090
0
0
0
0
0
0
0
0
0
0
32
32
20.370748
20.370748
60
117
79
32.908965
1,083
0
0
0
1
118.5
60
117
32
1
60
1
117
-1
-1
0
32
0
0
0
0
0
0
BENIGN
462,429
6,346
73
1
1
2
6
2
2
2
0
6
6
6
0
109,589.0411
27,397.26027
73
0
73
73
0
0
0
0
0
0
0
0
0
0
24
20
13,698.63014
13,698.63014
2
6
3.333333
2.309401
5.333333
1
0
0
1
5
2
6
24
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
PortScan
124,349
443
253,003
21
50
887
67,963
405
0
42.238095
103.976875
2,896
0
1,359.26
455.84095
272,131.1605
280.629083
3,614.328571
10,564.81813
63,923
1
253,003
12,650.15
17,747.40606
63,923
1
215,165
4,391.122449
15,388.35619
95,881
47
684
1,608
83.002968
197.626115
0
2,896
956.25
721.666904
520,803.1197
1
0
0
2
969.71831
42.238095
1,359.26
684
21
887
50
67,963
65,535
122
6
32
0
0
0
0
0
0
BENIGN
185,347
53
195
2
2
106
202
53
53
53
0
101
101
101
0
1,579,487.179
20,512.82051
65
72.02083
144
3
3
3
0
3
3
48
48
0
48
48
64
64
10,256.41026
10,256.41026
53
101
72.2
26.290683
691.2
0
0
0
1
90.25
53
101
64
2
106
2
202
-1
-1
1
32
0
0
0
0
0
0
BENIGN
68,634
47,634
56
1
1
0
0
0
0
0
0
0
0
0
0
0
35,714.28571
56
0
56
56
0
0
0
0
0
0
0
0
0
0
32
32
17,857.14286
17,857.14286
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
115
253
0
32
0
0
0
0
0
0
BENIGN
22,497
443
118,464,901
23
26
1,199
24,189
517
0
52.130435
113.920748
2,860
0
930.346154
769.655608
214.308203
0.413625
2,468,018.771
11,900,000
58,900,000
1
118,000,000
5,384,768.227
17,300,000
58,900,000
82
118,000,000
4,729,139.12
16,300,000
58,900,000
1
472
532
0.19415
0.219474
0
2,860
507.76
710.998079
505,518.2678
1
0
0
1
518.122449
52.130435
930.346154
472
23
1,199
26
24,189
8,192
360
22
20
417,546
233,566
58,800,000
148,226.5519
58,900,000
58,700,000
BENIGN
109,766
53
23,101
1
1
56
126
56
56
56
0
126
126
126
0
7,878.44682
86.576339
23,101
0
23,101
23,101
0
0
0
0
0
0
0
0
0
0
20
20
43.288169
43.288169
56
126
79.333333
40.414519
1,633.333333
0
0
0
1
119
56
126
20
1
56
1
126
-1
-1
0
20
0
0
0
0
0
0
BENIGN
153,669
53
23,145
1
1
58
139
58
58
58
0
139
139
139
0
8,511.557572
86.411752
23,145
0
23,145
23,145
0
0
0
0
0
0
0
0
0
0
20
20
43.205876
43.205876
58
139
85
46.765372
2,187
0
0
0
1
127.5
58
139
20
1
58
1
139
-1
-1
0
20
0
0
0
0
0
0
BENIGN
272,544
443
9,972,231
25
34
12,078
5,873
853
0
483.12
407.190201
437
0
172.735294
196.745692
1,800.098694
5.916429
171,935.017241
635,275.220898
4,836,289
1
9,972,231
415,509.625
956,322.945092
4,836,289
4
4,724,840
143,176.969697
242,164.331426
954,858
1
512
688
2.506962
3.409468
0
853
299.183333
337.880808
114,163.440395
1
0
0
1
304.254237
483.12
172.735294
512
25
12,078
34
5,873
8,192
16,363
24
20
0
0
0
0
0
0
BENIGN
33,836
80
86,432,969
10
4
302
11,595
296
0
30.2
93.411634
11,584
0
2,898.75
5,790.168989
137.644236
0.161975
6,648,689.923
23,700,000
85,400,000
1
86,400,000
9,603,587
28,400,000
85,400,000
1
4,698
1,566
2,176.536928
4,075
185
324
136
0.115697
0.046279
0
11,584
793.133333
2,986.169569
8,917,208.695
0
1
0
0
849.785714
30.2
2,898.75
324
10
302
4
11,595
251
235
2
20
8,843
8,843
85,400,000
0
85,400,000
85,400,000
DoS Hulk
148,608
21
157,740
31
25
176
438
43
0
5.677419
10.961712
51
0
17.52
15.98468
3,892.481298
355.014581
2,868
12,271.48156
74,795
0
157,735
5,257.833333
21,914.92904
115,915
1
157,604
6,566.833333
18,148.55808
74,795
1
1,016
816
196.525929
158.488652
0
51
10.77193
14.513562
210.643484
1
0
0
0
10.964286
5.677419
17.52
1,016
31
176
25
438
65,535
227
12
32
0
0
0
0
0
0
BENIGN
40,692
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
64
0
666,666.6667
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
251
-1
0
32
0
0
0
0
0
0
DoS Hulk
265,689
2,106
58
1
1
2
6
2
2
2
0
6
6
6
0
137,931.0345
34,482.75862
58
0
58
58
0
0
0
0
0
0
0
0
0
0
24
20
17,241.37931
17,241.37931
2
6
3.333333
2.309401
5.333333
1
0
0
1
5
2
6
24
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
PortScan
127,908
2,404
3
2
0
37
0
31
6
18.5
17.67767
0
0
0
0
12,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
40
0
666,666.6667
0
6
31
22.666667
14.433757
208.333333
0
1
0
0
34
18.5
0
40
2
37
0
0
946
-1
1
20
0
0
0
0
0
0
BENIGN
71,876
53
461
1
1
77
159
77
77
77
0
159
159
159
0
511,930.585683
4,338.394794
461
0
461
461
0
0
0
0
0
0
0
0
0
0
40
40
2,169.197397
2,169.197397
77
159
104.333333
47.342722
2,241.333333
0
0
0
1
156.5
77
159
40
1
77
1
159
-1
-1
0
40
0
0
0
0
0
0
BENIGN
11,644
443
118,377,714
42
55
1,165
70,449
357
0
27.738095
85.563287
4,272
0
1,280.890909
899.388428
604.961843
0.819411
1,233,101.188
3,217,131.895
10,100,000
1
118,000,000
2,887,261.317
4,532,115.568
10,200,000
15
115,000,000
2,127,638.074
4,144,588.51
10,300,000
1
1,352
1,768
0.354797
0.464614
0
4,272
730.755102
918.976583
844,517.96
1
0
0
1
738.28866
27.738095
1,280.890909
1,352
42
1,165
55
70,449
29,200
257
5
32
2,451,852
142,478
10,100,000
13,685.77405
10,100,000
10,100,000
BENIGN
133,823
80
57,281
2
0
12
0
6
6
6
0
0
0
0
0
209.493549
34.915592
57,281
0
57,281
57,281
57,281
57,281
0
57,281
57,281
0
0
0
0
0
40
0
34.915592
0
6
6
6
0
0
0
1
0
0
9
6
0
40
2
12
0
0
253
-1
1
20
0
0
0
0
0
0
BENIGN
20,226
53
360
2
2
104
220
52
52
52
0
110
110
110
0
900,000
11,111.11111
120
164.292422
308
4
48
48
0
48
48
4
4
0
4
4
80
80
5,555.555556
5,555.555556
52
110
75.2
31.767908
1,009.2
0
0
0
1
94
52
110
80
2
104
2
220
-1
-1
1
40
0
0
0
0
0
0
BENIGN
97,534
53
213
2
2
60
414
30
30
30
0
207
207
207
0
2,225,352.113
18,779.34272
71
83.210576
163
1
1
1
0
1
1
49
49
0
49
49
40
40
9,389.671362
9,389.671362
30
207
100.8
96.946893
9,398.7
0
0
0
1
126
30
207
40
2
60
2
414
-1
-1
1
20
0
0
0
0
0
0
BENIGN
11,370
137
137
2
2
100
458
50
50
50
0
229
229
229
0
4,072,992.70073
29,197.080292
45.666667
41.016257
86
4
4
4
0
4
4
47
47
0
47
47
40
40
14,598.540146
14,598.540146
50
229
121.6
98.042338
9,612.3
0
0
0
1
152
50
229
40
2
100
2
458
-1
-1
1
20
0
0
0
0
0
0
BENIGN
339,625
1,056
44
1
1
0
6
0
0
0
0
6
6
6
0
136,363.6364
45,454.54545
44
0
44
44
0
0
0
0
0
0
0
0
0
0
40
20
22,727.27273
22,727.27273
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
170,270
54,594
2
2
0
0
0
0
0
0
0
0
0
0
0
0
1,000,000
2
0
2
2
2
2
0
2
2
0
0
0
0
0
40
0
1,000,000
0
0
0
0
0
0
0
1
0
0
0
0
0
40
2
0
0
0
23
-1
0
20
0
0
0
0
0
0
BENIGN
439,301
53
31,005
2
2
78
202
39
39
39
0
101
101
101
0
9,030.801484
129.01145
10,335
17,895.548944
30,999
3
3
3
0
3
3
3
3
0
3
3
80
40
64.505725
64.505725
39
101
63.8
33.958799
1,153.2
0
0
0
1
79.75
39
101
80
2
78
2
202
-1
-1
1
40
0
0
0
0
0
0
BENIGN
368,865
53
22,632
2
2
84
162
42
42
42
0
81
81
81
0
10,869.56522
176.740898
7,544
13,059.66309
22,624
4
4
4
0
4
4
4
4
0
4
4
40
40
88.370449
88.370449
42
81
57.6
21.36118
456.3
0
0
0
1
72
42
81
40
2
84
2
162
-1
-1
1
20
0
0
0
0
0
0
BENIGN
368,228
53
194
2
2
110
174
55
55
55
0
87
87
87
0
1,463,917.525773
20,618.556701
64.666667
27.135463
96
49
49
49
0
49
49
49
49
0
49
49
40
40
10,309.278351
10,309.278351
55
87
67.8
17.527122
307.2
0
0
0
1
84.75
55
87
40
2
110
2
174
-1
-1
1
20
0
0
0
0
0
0
BENIGN
529,449
407
23
1
1
0
6
0
0
0
0
6
6
6
0
260,869.5652
86,956.52174
23
0
23
23
0
0
0
0
0
0
0
0
0
0
40
20
43,478.26087
43,478.26087
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
184,078
443
3
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
10,300,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
40
0
666,666.6667
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
31
15.5
0
40
2
31
0
0
322
-1
0
20
0
0
0
0
0
0
BENIGN
165,650
53
263,468
1
1
42
209
42
42
42
0
209
209
209
0
952.677365
7.591055
263,468
0
263,468
263,468
0
0
0
0
0
0
0
0
0
0
40
20
3.795527
3.795527
42
209
97.666667
96.417495
9,296.333333
0
0
0
1
146.5
42
209
40
1
42
1
209
-1
-1
0
40
0
0
0
0
0
0
BENIGN
71,342
50,250
51
1
1
0
0
0
0
0
0
0
0
0
0
0
39,215.68627
51
0
51
51
0
0
0
0
0
0
0
0
0
0
32
32
19,607.84314
19,607.84314
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
939
256
0
32
0
0
0
0
0
0
BENIGN
175,987
46,966
3
2
0
31
0
31
0
15.5
21.92031
0
0
0
0
10,333,333.333333
666,666.666667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
64
0
666,666.666667
0
0
31
20.666667
17.897858
320.333333
0
1
0
0
31
15.5
0
64
2
31
0
0
59
-1
0
32
0
0
0
0
0
0
BENIGN
89,168
22
1,270,158
35
42
2,622
7,038
408
0
74.914286
105.280961
976
0
167.571429
317.156355
7,605.353035
60.622379
16,712.60526
109,778.4919
952,527
0
1,270,158
37,357.58824
172,654.0691
995,536
2
317,546
7,745.02439
19,689.03152
101,597
1
724
864
27.555627
33.066752
0
976
123.846154
246.545277
60,784.57343
1
0
0
1
125.454546
74.914286
167.571429
724
35
2,622
42
7,038
8,192
245
33
20
0
0
0
0
0
0
BENIGN
351,701
53
122,991
1
1
44
96
44
44
44
0
96
96
96
0
1,138.294672
16.261352
122,991
0
122,991
122,991
0
0
0
0
0
0
0
0
0
0
20
32
8.130676
8.130676
44
96
61.333333
30.022214
901.333333
0
0
0
1
92
44
96
20
1
44
1
96
-1
-1
0
20
0
0
0
0
0
0
BENIGN
155,035
53
196,199
4
2
184
312
46
46
46
0
156
156
156
0
2,528.045505
30.581196
39,239.8
71,993.88149
165,867
3
30,329
10,109.66667
17,504.39414
30,322
3
3
3
0
3
3
104
40
20.387464
10.193732
46
156
77.428571
53.674504
2,880.952381
0
0
0
0
90.333333
46
156
104
4
184
2
312
-1
-1
3
20
0
0
0
0
0
0
BENIGN
374,285
53
24,677
1
1
45
301
45
45
45
0
301
301
301
0
14,021.1533
81.047129
24,677
0
24,677
24,677
0
0
0
0
0
0
0
0
0
0
20
20
40.523564
40.523564
45
301
130.333333
147.801669
21,845.33333
0
0
0
1
195.5
45
301
20
1
45
1
301
-1
-1
0
20
0
0
0
0
0
0
BENIGN
480,995
54,114
32
1
1
0
0
0
0
0
0
0
0
0
0
0
62,500
32
0
32
32
0
0
0
0
0
0
0
0
0
0
32
32
31,250
31,250
0
0
0
0
0
0
1
1
1
0
0
0
32
1
0
1
0
124
322
0
32
0
0
0
0
0
0
BENIGN
642,592
80
5,690,787
3
1
12
0
6
0
4
3.464102
0
0
0
0
2.108671
0.70289
1,896,929
3,256,416.949224
5,657,065
0
5,690,787
2,845,393.5
3,976,303.968238
5,657,065
33,722
0
0
0
0
0
72
32
0.527168
0.175723
0
6
2.4
3.286335
10.8
1
0
0
0
3
4
0
72
3
12
1
0
8,192
14,600
2
20
0
0
0
0
0
0
BENIGN
24,102
53
19,730
2
2
78
194
39
39
39
0
97
97
97
0
13,786.11252
202.736949
6,576.666667
11,347.84285
19,680
2
2
2
0
2
2
48
48
0
48
48
40
40
101.368474
101.368474
39
97
62.2
31.767908
1,009.2
0
0
0
1
77.75
39
97
40
2
78
2
194
-1
-1
1
20
0
0
0
0
0
0
BENIGN
189,558
443
205
2
0
12
0
6
6
6
0
0
0
0
0
58,536.58537
9,756.097561
205
0
205
205
205
205
0
205
205
0
0
0
0
0
40
0
9,756.097561
0
6
6
6
0
0
0
1
0
0
9
6
0
40
2
12
0
0
16,417
-1
1
20
0
0
0
0
0
0
BENIGN
422,208
53
203
2
2
64
204
32
32
32
0
102
102
102
0
1,320,197.044
19,704.4335
67.666667
76.422074
152
3
3
3
0
3
3
48
48
0
48
48
64
64
9,852.216749
9,852.216749
32
102
60
38.340579
1,470
0
0
0
1
75
32
102
64
2
64
2
204
-1
-1
1
32
0
0
0
0
0
0
BENIGN
223,390
80
99,947,786
6
7
396
11,595
378
0
66
152.876421
4,344
0
1,656.428571
1,947.638216
119.972643
0.130068
8,328,982.167
28,800,000
99,800,000
1
99,800,000
20,000,000
44,600,000
99,800,000
1
99,900,000
16,700,000
40,700,000
99,800,000
50
164
232
0.060031
0.070037
0
4,344
856.928571
1,564.719511
2,448,347.148
0
0
0
1
922.846154
66
1,656.428571
164
6
396
7
11,595
0
235
3
20
12,993
12,993
99,800,000
0
99,800,000
99,800,000
DoS Hulk
220,652
443
63,761
6
3
121
3,110
121
0
20.166667
49.398043
2,676
0
1,036.666667
1,436.192652
50,673.60926
141.152115
7,970.125
12,841.88465
28,721
19
63,761
12,752.2
14,789.93667
28,918
19
29,318
14,659
20,504.68244
29,158
160
204
104
94.10141
47.050705
0
2,676
323.1
837.989452
702,226.3222
1
0
0
0
359
20.166667
1,036.666667
204
6
121
3
3,110
65,535
4,050
1
32
0
0
0
0
0
0
BENIGN
111,113
80
2
2
0
0
0
0
0
0
0
0
0
0
0
0
1,000,000
2
0
2
2
2
2
0
2
2
0
0
0
0
0
64
0
1,000,000
0
0
0
0
0
0
0
1
0
0
0
0
0
64
2
0
0
0
274
-1
0
32
0
0
0
0
0
0
DoS Hulk
298,702
53
60,511
1
1
50
66
50
50
50
0
66
66
66
0
1,917.006825
33.051842
60,511
0
60,511
60,511
0
0
0
0
0
0
0
0
0
0
32
32
16.525921
16.525921
50
66
55.333333
9.237604
85.333333
0
0
0
1
83
50
66
32
1
50
1
66
-1
-1
0
32
0
0
0
0
0
0
BENIGN
35,652
53
177
2
2
92
188
46
46
46
0
94
94
94
0
1,581,920.904
22,598.87006
59
96.994845
171
3
3
3
0
3
3
3
3
0
3
3
64
64
11,299.43503
11,299.43503
46
94
65.2
26.290683
691.2
0
0
0
1
81.5
46
94
64
2
92
2
188
-1
-1
1
32
0
0
0
0
0
0
BENIGN
362,164
53
31,087
2
2
84
204
42
42
42
0
102
102
102
0
9,264.322707
128.671149
10,362.33333
17,902.20261
31,034
4
49
49
0
49
49
4
4
0
4
4
40
40
64.335574
64.335574
42
102
66
32.863353
1,080
0
0
0
1
82.5
42
102
40
2
84
2
204
-1
-1
1
20
0
0
0
0
0
0
BENIGN
224,004
53
30,762
2
2
60
116
30
30
30
0
58
58
58
0
5,721.344516
130.030557
10,254
17,754.38681
30,755
3
3
3
0
3
3
4
4
0
4
4
40
40
65.015279
65.015279
30
58
41.2
15.336232
235.2
0
0
0
1
51.5
30
58
40
2
60
2
116
-1
-1
1
20
0
0
0
0
0
0
BENIGN
114,097
4,321
35
1
1
2
6
2
2
2
0
6
6
6
0
228,571.4286
57,142.85714
35
0
35
35
0
0
0
0
0
0
0
0
0
0
24
20
28,571.42857
28,571.42857
2
6
3.333333
2.309401
5.333333
1
0
0
1
5
2
6
24
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
PortScan
269,544
443
34,872
4
1
183
0
183
0
45.75
91.5
0
0
0
0
5,247.763248
143.38151
8,718
17,274.681049
34,630
56
34,872
11,624
19,972.285097
34,686
76
0
0
0
0
0
136
40
114.705208
28.676302
0
183
30.5
74.709437
5,581.5
1
0
0
0
36.6
45.75
0
136
4
183
1
0
29,200
27,960
1
32
0
0
0
0
0
0
BENIGN
319,912
80
15,433
2
2
12
11
6
6
6
0
11
0
5.5
7.778175
1,490.312966
259.184864
5,144.333333
7,240.955347
13,456
202
1,977
1,977
0
1,977
1,977
15,231
15,231
0
15,231
15,231
40
64
129.592432
129.592432
0
11
5.8
3.898718
15.2
0
0
0
1
7.25
6
5.5
40
2
12
2
11
0
235
1
20
0
0
0
0
0
0
DoS Hulk
173,458
53
167,424
1
1
51
195
51
51
51
0
195
195
195
0
1,469.323394
11.945719
167,424
0
167,424
167,424
0
0
0
0
0
0
0
0
0
0
20
20
5.972859
5.972859
51
195
99
83.138439
6,912
0
0
0
1
148.5
51
195
20
1
51
1
195
-1
-1
0
20
0
0
0
0
0
0
BENIGN
78,926
53
79,616,439
2
2
104
136
58
46
52
8.485281
74
62
68
8.485281
3.014453
0.050241
26,500,000
45,900,000
79,600,000
30,409
79,600,000
79,600,000
0
79,600,000
79,600,000
79,600,000
79,600,000
0
79,600,000
79,600,000
64
52
0.02512
0.02512
46
74
59.6
10.03992
100.8
0
0
0
1
74.5
52
68
64
2
104
2
136
-1
-1
1
32
30,409
30,409
79,600,000
0
79,600,000
79,600,000
BENIGN
315,482
443
11,581,232
9
8
1,362
6,158
971
0
151.333333
317.806152
1,867
0
769.75
857.79414
649.326427
1.467892
723,827
2,488,022.463
10,000,000
87
11,500,000
1,443,188.375
3,476,792.233
10,000,000
13,336
11,500,000
1,649,263.143
4,141,352.326
11,000,000
224
192
172
0.777119
0.690773
0
1,867
417.777778
675.766628
456,660.5359
1
0
0
0
442.352941
151.333333
769.75
192
9
1,362
8
6,158
8,192
8,201
8
20
542,898
542,898
10,000,000
0
10,000,000
10,000,000
BENIGN
277,314
53
196
2
2
78
134
39
39
39
0
67
67
67
0
1,081,632.653
20,408.16327
65.333333
31.817186
102
45
45
45
0
45
45
49
49
0
49
49
40
40
10,204.08163
10,204.08163
39
67
50.2
15.336232
235.2
0
0
0
1
62.75
39
67
40
2
78
2
134
-1
-1
1
20
0
0
0
0
0
0
BENIGN
262,281
443
1,103,107
13
9
923
4,554
322
0
71
101.622668
1,452
0
506
639.010759
4,965.066852
19.943668
52,528.90476
88,345.10415
243,200
3
1,103,107
91,925.58333
106,839.1316
267,760
22
848,357
106,044.625
146,995.7247
323,270
3
280
200
11.784895
8.158773
0
1,452
238.130435
450.061643
202,555.4822
1
0
0
0
248.954546
71
506
280
13
923
9
4,554
29,200
15,576
7
20
0
0
0
0
0
0
BENIGN
260,246
53
105,384
2
2
56
198
28
28
28
0
99
99
99
0
2,410.233052
37.956426
35,128
60,838.284616
105,378
3
3
3
0
3
3
3
3
0
3
3
40
40
18.978213
18.978213
28
99
56.4
38.888302
1,512.3
0
0
0
1
70.5
28
99
40
2
56
2
198
-1
-1
1
20
0
0
0
0
0
0
BENIGN
454,005
80
37,256
1
1
6
6
6
6
6
0
6
6
6
0
322.09577
53.682628
37,256
0
37,256
37,256
0
0
0
0
0
0
0
0
0
0
20
20
26.841314
26.841314
6
6
6
0
0
0
1
1
1
9
6
6
20
1
6
1
6
255
377
0
20
0
0
0
0
0
0
BENIGN
358,136
88
1,051
9
6
3,110
3,108
1,555
0
345.555556
685.690548
1,554
0
518
802.482149
5,916,270.219
14,272.12179
75.071429
202.031401
773
1
1,051
131.375
316.345172
911
1
964
192.8
329.061089
773
1
304
208
8,563.273073
5,708.848716
0
1,555
388.625
695.193582
483,294.1167
1
0
0
0
414.533333
345.555556
518
304
9
3,110
6
3,108
29,200
2,081
2
32
0
0
0
0
0
0
BENIGN
170
80
75,940,711
13
11
787
1,319
438
0
60.538462
137.86504
637
0
119.909091
254.922127
27.732161
0.316036
3,301,770.043
4,648,796.864
10,100,000
106
71,600,000
5,964,384.417
5,085,034.331
10,100,000
32,573
75,900,000
7,590,824.4
4,171,727.558
10,100,000
86,697
272
228
0.171186
0.14485
0
637
84.24
194.328819
37,763.69
1
0
0
0
87.75
60.538462
119.909091
272
13
787
11
1,319
8,192
1,024
12
20
1,033,927
32,294
10,000,000
31,890.19727
10,100,000
10,000,000
BENIGN
47,585
53
200
2
2
88
144
44
44
44
0
72
72
72
0
1,160,000
20,000
66.666667
31.469562
103
48
49
49
0
49
49
48
48
0
48
48
64
64
10,000
10,000
44
72
55.2
15.336232
235.2
0
0
0
1
69
44
72
64
2
88
2
144
-1
-1
1
32
0
0
0
0
0
0
BENIGN
184,056
443
74,881,320
10
8
31
0
31
0
3.1
9.803061
0
0
0
0
0.413988
0.24038
4,404,783.529
5,068,174.072
10,200,000
42
74,900,000
8,320,146.667
3,892,756.885
10,200,000
42
71,700,000
10,200,000
201.829136
10,200,000
10,200,000
320
256
0.133545
0.106836
0
31
1.631579
7.111888
50.578947
0
1
0
0
1.722222
3.1
0
320
10
31
8
0
422
1,844
1
32
23,151
22,890
10,200,000
118.28698
10,200,000
10,200,000
BENIGN
44,836
53
209
2
2
60
264
30
30
30
0
132
132
132
0
1,550,239.234
19,138.75598
69.666667
79.739158
158
3
3
3
0
3
3
48
48
0
48
48
40
40
9,569.37799
9,569.37799
30
132
70.8
55.867701
3,121.2
0
0
0
1
88.5
30
132
40
2
60
2
264
-1
-1
1
20
0
0
0
0
0
0
BENIGN
77,889
443
3
2
0
12
0
6
6
6
0
0
0
0
0
4,000,000
666,666.6667
3
0
3
3
3
3
0
3
3
0
0
0
0
0
40
0
666,666.6667
0
6
6
6
0
0
0
0
0
0
9
6
0
40
2
12
0
0
0
-1
1
20
0
0
0
0
0
0
BENIGN
115,876
443
9,628,380
19
15
1,443
10,330
469
0
75.947368
153.839192
1,581
0
688.666667
727.900765
1,222.739443
3.531227
291,769.090909
1,591,555.252361
9,156,352
1
9,628,380
534,910
2,151,906.231347
9,156,352
1
9,564,792
683,199.428571
2,454,673.20897
9,210,102
2
620
488
1.973333
1.557894
0
1,581
336.371429
571.56051
326,681.416807
1
0
0
0
346.264706
75.947368
688.666667
620
19
1,443
15
10,330
65,535
365
7
32
370,788
370,788
9,156,352
0
9,156,352
9,156,352
BENIGN
200,406
5,414
52
1
1
2
6
2
2
2
0
6
6
6
0
153,846.1538
38,461.53846
52
0
52
52
0
0
0
0
0
0
0
0
0
0
24
20
19,230.76923
19,230.76923
2
6
3.333333
2.309401
5.333333
1
0
0
1
5
2
6
24
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
PortScan
118,023
2,604
15
1
1
0
6
0
0
0
0
6
6
6
0
400,000
133,333.3333
15
0
15
15
0
0
0
0
0
0
0
0
0
0
40
20
66,666.66667
66,666.66667
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
190,574
443
116,699,962
106
101
2,277
119,620
825
0
21.481132
110.303411
1,599
0
1,184.356436
505.861593
1,044.533331
1.773779
566,504.6699
2,279,237.617
10,000,000
1
117,000,000
1,111,428.21
3,114,952.618
10,100,000
1
111,000,000
1,113,134.18
3,156,930.748
10,100,000
1
4,464
3,240
0.908312
0.865467
0
1,599
586.043269
685.07846
469,332.4957
1
0
0
0
588.874396
21.481132
1,184.356436
4,464
106
2,277
101
119,620
29,200
379
6
32
828,862
36,537
9,622,307.25
1,345,571.949
10,000,000
5,349,571
BENIGN
256,903
53
252
2
2
58
118
29
29
29
0
59
59
59
0
698,412.6984
15,873.01587
84
62.353829
156
48
48
48
0
48
48
48
48
0
48
48
64
64
7,936.507937
7,936.507937
29
59
41
16.431677
270
0
0
0
1
51.25
29
59
64
2
58
2
118
-1
-1
1
32
0
0
0
0
0
0
BENIGN
226,345
80
46
3
0
0
0
0
0
0
0
0
0
0
0
0
65,217.3913
23
28.284271
43
3
46
23
28.284271
43
3
0
0
0
0
0
96
0
65,217.3913
0
0
0
0
0
0
0
1
0
0
0
0
0
96
3
0
0
0
251
-1
0
32
0
0
0
0
0
0
DoS Hulk
192,036
53
138,199
1
1
46
213
46
46
46
0
213
213
213
0
1,874.109075
14.471885
138,199
0
138,199
138,199
0
0
0
0
0
0
0
0
0
0
32
20
7.235942
7.235942
46
213
101.666667
96.417495
9,296.333333
0
0
0
1
152.5
46
213
32
1
46
1
213
-1
-1
0
32
0
0
0
0
0
0
BENIGN
282,636
4,343
56
1
1
2
6
2
2
2
0
6
6
6
0
142,857.1429
35,714.28571
56
0
56
56
0
0
0
0
0
0
0
0
0
0
24
20
17,857.14286
17,857.14286
2
6
3.333333
2.309401
5.333333
1
0
0
1
5
2
6
24
1
2
1
6
1,024
0
0
24
0
0
0
0
0
0
PortScan
124,712
53
212
2
2
68
100
34
34
34
0
50
50
50
0
792,452.8302
18,867.92453
70.666667
81.402293
161
3
48
48
0
48
48
3
3
0
3
3
40
40
9,433.962264
9,433.962264
34
50
40.4
8.763561
76.8
0
0
0
1
50.5
34
50
40
2
68
2
100
-1
-1
1
20
0
0
0
0
0
0
BENIGN
424,771
53
48,243
1
1
45
90
45
45
45
0
90
90
90
0
2,798.333437
41.456792
48,243
0
48,243
48,243
0
0
0
0
0
0
0
0
0
0
32
20
20.728396
20.728396
45
90
60
25.980762
675
0
0
0
1
90
45
90
32
1
45
1
90
-1
-1
0
32
0
0
0
0
0
0
BENIGN
155,554
443
214,180
9
6
576
3,927
192
0
64
75.523175
1,460
0
654.5
682.298981
21,024.37202
70.03455
15,298.57143
25,756.31008
83,799
3
214,180
26,772.5
43,117.83429
123,199
3
89,574
17,914.8
23,318.79143
45,683
48
192
132
42.02073
28.01382
0
1,460
281.4375
497.531368
247,537.4625
1
0
0
0
300.2
64
654.5
192
9
576
6
3,927
8,192
946
8
20
0
0
0
0
0
0
BENIGN
11,619
80
1,982,866
4
2
434
0
434
0
108.5
217
0
0
0
0
218.875103
3.025923
396,573.2
779,812.0478
1,789,530
65
1,982,866
660,955.3333
1,011,850.959
1,828,503
38,884
154,517
154,517
0
154,517
154,517
136
72
2.017282
1.008641
0
434
62
164.036581
26,908
1
0
0
0
72.333333
108.5
0
136
4
434
2
0
29,200
939
1
32
0
0
0
0
0
0
BENIGN
136,055
80
47,826,151
12
13
1,381
6,447
463
0
115.083333
207.3953
2,143
0
495.923077
742.528278
163.676145
0.522727
1,992,756.292
3,861,028.087
10,000,000
80
41,900,000
3,808,863.364
4,945,079.499
10,000,000
342
47,800,000
3,984,253
4,757,349.99
10,000,000
169
252
320
0.250909
0.271818
0
2,143
301.076923
568.810543
323,545.4338
1
0
0
1
313.12
115.083333
495.923077
252
12
1,381
13
6,447
8,192
32
7
20
1,827,573
15,021
10,000,000
7,700.834176
10,000,000
9,999,899
BENIGN
236,466
443
66,436,854
13
17
1,228
7,805
805
0
94.461538
223.689374
2,920
0
459.117647
827.45777
135.963693
0.451557
2,290,926
4,152,854.339
10,000,000
51
60,300,000
5,023,178.417
5,195,280.348
10,000,000
2,249
66,400,000
4,150,891.813
4,933,758.089
10,000,000
51
272
424
0.195675
0.255882
0
2,920
291.387097
648.658548
420,757.9118
1
0
0
1
301.1
94.461538
459.117647
272
13
1,228
17
7,805
8,192
0
12
20
296,869
22,164
9,429,412.857
1,453,108.76
10,000,000
6,136,283
BENIGN
61,694
6,699
42
1
1
0
6
0
0
0
0
6
6
6
0
142,857.1429
47,619.04762
42
0
42
42
0
0
0
0
0
0
0
0
0
0
40
20
23,809.52381
23,809.52381
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
198,167
53
125,784
2
2
90
318
45
45
45
0
159
159
159
0
3,243.655791
31.800547
41,928
72,616.23011
125,778
3
3
3
0
3
3
3
3
0
3
3
64
40
15.900273
15.900273
45
159
90.6
62.440372
3,898.8
0
0
0
1
113.25
45
159
64
2
90
2
318
-1
-1
1
32
0
0
0
0
0
0
BENIGN
252,048
53
48,306
1
1
41
102
41
41
41
0
102
102
102
0
2,960.294787
41.402724
48,306
0
48,306
48,306
0
0
0
0
0
0
0
0
0
0
32
32
20.701362
20.701362
41
102
61.333333
35.218366
1,240.333333
0
0
0
1
92
41
102
32
1
41
1
102
-1
-1
0
32
0
0
0
0
0
0
BENIGN
373,623
1,175
24
1
1
0
6
0
0
0
0
6
6
6
0
250,000
83,333.33333
24
0
24
24
0
0
0
0
0
0
0
0
0
0
40
20
41,666.66667
41,666.66667
0
6
2
3.464102
12
1
0
0
1
3
0
6
40
1
0
1
6
29,200
0
0
40
0
0
0
0
0
0
PortScan
179,901
443
1,431,078
12
8
834
5,734
446
0
69.5
138.54799
2,896
0
716.75
1,003.071248
4,589.547181
13.975479
75,319.89474
226,101.6277
989,802
20
1,431,078
130,098
290,473.9695
989,802
20
1,259,860
179,980
390,963.3061
1,055,912
199
392
264
8.385287
5.590191
0
2,896
312.761905
684.390306
468,390.0905
1
0
0
0
328.4
69.5
716.75
392
12
834
8
5,734
29,200
31
4
32
0
0
0
0
0
0
BENIGN
122,722
53
191,712
1
1
42
58
42
42
42
0
58
58
58
0
521.615757
10.432315
191,712
0
191,712
191,712
0
0
0
0
0
0
0
0
0
0
20
20
5.216158
5.216158
42
58
47.333333
9.237604
85.333333
0
0
0
1
71
42
58
20
1
42
1
58
-1
-1
0
20
0
0
0
0
0
0
BENIGN
37,856
53
198,178
2
2
62
164
31
31
31
0
82
82
82
0
1,140.388943
20.183875
66,059.33333
114,414.6576
198,174
1
1
1
0
1
1
3
3
0
3
3
64
64
10.091938
10.091938
31
82
51.4
27.93385
780.3
0
0
0
1
64.25
31
82
64
2
62
2
164
-1
-1
1
32
0
0
0
0
0
0
BENIGN
685,851
53
186
2
2
60
266
30
30
30
0
133
133
133
0
1,752,688.172
21,505.37634
62
102.19589
180
2
4
4
0
4
4
2
2
0
2
2
64
64
10,752.68817
10,752.68817
30
133
71.2
56.415423
3,182.7
0
0
0
1
89
30
133
64
2
60
2
266
-1
-1
1
32
0
0
0
0
0
0
BENIGN
6,355
80
60,011,629
11
10
864
3,540
432
0
78.545455
174.752604
1,770
0
354
746.297528
73.385777
0.349932
3,000,581.45
4,563,920.596
10,200,000
16
58,600,000
5,856,387
5,085,072.573
10,200,000
23,257
60,000,000
6,665,376.444
4,726,626.316
10,200,000
2,289
360
328
0.183298
0.166634
0
1,770
200.181818
523.606872
274,164.1558
1
0
0
0
209.714286
78.545455
354
360
11
864
10
3,540
29,200
972
2
32
99,826
23,156
9,724,226.667
1,133,781.018
10,200,000
7,413,231
BENIGN
83,386
53
59,074
2
2
68
214
34
34
34
0
107
107
107
0
4,773.673697
67.711684
19,691.33333
34,060.49789
59,021
4
4
4
0
4
4
49
49
0
49
49
40
40
33.855842
33.855842
34
107
63.2
39.983747
1,598.7
0
0
0
1
79
34
107
40
2
68
2
214
-1
-1
1
20
0
0
0
0
0
0
BENIGN
9,548
56,433
84,547
2
1
12
6
6
6
6
0
6
6
6
0
212.899334
35.483222
42,273.5
59,724.36006
84,505
42
84,547
84,547
0
84,547
84,547
0
0
0
0
0
40
20
23.655482
11.827741
6
6
6
0
0
0
1
1
0
8
6
6
40
2
12
1
6
265
254
1
20
0
0
0
0
0
0
BENIGN
617,416