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Datasets:
bornpresident
/
mirai_botnet

Modalities:
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Formats:
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Size:
1M - 10M
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flow_duration
float64
0
33.8k
Header_Length
float64
0
9.71M
Protocol Type
float64
0
47
Duration
float64
0
255
Rate
float64
0
3.15M
Srate
float64
0
3.15M
Drate
float64
0
0
fin_flag_number
float64
0
1
syn_flag_number
float64
0
1
rst_flag_number
float64
0
1
psh_flag_number
float64
0
1
ack_flag_number
float64
0
1
ece_flag_number
float64
0
0
cwr_flag_number
float64
0
0
ack_count
float64
0
7.7
syn_count
float64
0
10.8
fin_count
float64
0
80.8
urg_count
float64
0
4.4k
rst_count
float64
0
8.6k
HTTP
float64
0
1
HTTPS
float64
0
1
DNS
float64
0
1
Telnet
float64
0
0
SMTP
float64
0
0
SSH
float64
0
0
IRC
float64
0
0
TCP
float64
0
1
UDP
float64
0
1
DHCP
float64
0
0
ARP
float64
0
1
ICMP
float64
0
1
IPv
float64
0
1
LLC
float64
0
1
Tot sum
float64
66
121k
Min
float64
42
13.6k
Max
float64
53.2
37.7k
AVG
float64
48.8
13.6k
Std
float64
0
11k
Tot size
float64
46
13.6k
IAT
float64
0
167M
Number
float64
1
15
Magnitue
float64
9.88
165
Radius
float64
0
15.6k
Covariance
float64
0
137M
Variance
float64
0
1
Weight
float64
1
245
label
stringclasses
4 values
is_benign
int64
0
1
0
0
47
64
29.117203
29.117203
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0
0
0
0
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0
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0
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0
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6,216
592
592
592
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592
83,677,067.324748
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
0.140556
142,876.6
17
64
1,862.255595
1,862.255595
0
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0
0
0
0
0
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0
0
0
0
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0
0
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0
1
1
5,817
554
554
554
0
554
83,767,543.411829
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
52.760724
687,278.6
8.7
76.4
24.574868
24.574868
0
0
0
0
0
1
0
0
1
0.4
0
362.2
1,276.2
0
0
0
0
0
0
0
1
0
0
0
0
1
1
2,193
62.4
776.4
132.147388
171.937854
522.6
166,519,259.885079
13.5
15.507265
237.204296
84,326.600766
1
244.6
BenignTraffic
1
0
0
47
64
49.921493
49.921493
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
1
1
6,069
578
578
578
0
578
83,581,513.466078
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
2.967012
5,620,219.2
16.35
69.09
3,419.303567
3,419.303567
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
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0
0
1
1
5,623.2
465.08
554
540.189758
30.525523
535.38
83,762,994.725246
9.5
32.851639
43.255821
5,139.789992
0.19
141.55
Mirai-udpplain
0
0
0
47
64
3.532592
3.532592
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
0
0
0
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0
0
0
0
0
1
1
6,216
592
592
592
0
592
83,698,654.266247
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
0
0
46.53
63.36
1.667962
1.667962
0
0
0
0
0
0
0
0
0
0
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0
0
0
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0
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1
1
6,017.2
526.2
578
574.535764
12.872179
572.82
83,646,761.506673
9.5
33.896063
18.243216
1,676.320344
0.1
141.55
Mirai-greip_flood
0
7.244028
548,493.1
5.5
64
74.740104
74.740104
0
0
0
0
0
1
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1.8
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24.3
540.9
0
1
0
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1
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0
1
1
8,503.8
98
2,241.2
1,300.94381
711.287693
1,806.8
0.001418
5.5
49.240238
1,005.912703
571,284.55941
0.9
38.5
BenignTraffic
1
0.031212
10.8
46.1
64
4.827862
4.827862
0
0
0
0
0
0
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1
5,944.92
496.62
592
559.571374
41.560185
576.94
83,681,557.911512
9.5
33.34946
58.828726
9,211.844906
0.19
141.55
Mirai-greeth_flood
0
0.421484
671,725
17
64
2,876.358136
2,876.358136
0
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1
1
5,817
554
554
554
0
554
83,763,286.594082
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
18.576602
1,081,351
7.1
116.5
88.263389
88.263389
0
0
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0
1
0
0
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1.8
0
42.6
1,035.9
0
1
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1
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0
0
0
1
1
8,599.4
1,079.6
2,238
1,563.306627
368.952508
1,336.1
0.005984
5.5
55.860153
521.777641
284,947.523741
0.5
38.5
BenignTraffic
1
1.665959
88,924
6
232
61.521973
61.521973
0
0
0
0
0
1
0
0
0
0
0
6
102.5
0
1
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0
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0
1
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0
1
1
19,229
66
4,410
1,283.565217
1,490.074029
66
166,521,904.082036
13.5
50.565849
2,110.196548
2,228,341.374095
1
244.6
BenignTraffic
1
43.657542
999,463.3
8.2
60.3
23.156579
23.156579
0
0
0
0
0
1
0
0
0
0
0
139.9
1,128.3
0
1
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0
0
0
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1
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0
0
0
1
1
4,061.8
56.4
1,221.6
237.456735
344.753819
723.5
166,519,577.009457
13.5
20.754473
489.386901
191,938.830428
1
244.6
BenignTraffic
1
0
0
47
64
5.451856
5.451856
0
0
0
0
0
0
0
0
0
0
0
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0
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0
1
1
6,069
578
578
578
0
578
83,663,533.354291
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
0.253201
65.77
41.08
67.67
2.686992
2.686992
0
0
0
0
0
0
0
0
0.09
0.22
0.01
0.06
0.32
0
0
0
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0
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0
0
0
0
0
0
1
1
5,366.82
344.18
554.88
501.494209
77.902143
511.04
83,586,067.719162
9.5
31.223476
110.165132
15,566.402476
0.44
141.55
Mirai-greip_flood
0
0.010313
3.28
46.29
65.83
9.495842
9.495842
0
0
0
0
0
0
0
0
0
0.03
0
0
0.02
0
0
0
0
0
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0
0
0
1
1
6,019.3
488.4
581.92
560.634784
35.521884
581.92
83,676,895.222877
9.5
33.305366
50.284682
7,160.767134
0.19
141.55
Mirai-greeth_flood
0
79.136419
5,618,469
6
232
65.538724
65.538724
0
0
0
0
0
1
0
0
0
0
0
191
5,186.5
0
1
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1
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1
1
36,140
60
15,994
2,414.524537
4,073.318711
66
166,521,727.963259
13.5
69.342445
5,770.919721
16,713,021.43975
1
244.6
BenignTraffic
1
0.255917
140,222.73
16.29
64
4,049.321337
4,049.321337
0
0
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0.14
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1
1
5,624.88
505.2
554.56
541.955598
20.497148
530.24
83,789,099.163203
9.5
32.898482
29.038288
4,277.115595
0.1
141.55
Mirai-udpplain
0
26.544749
1,679,785.1
6
164.8
73.115027
73.115027
0
0
0
0
0
1
0
0
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1.8
0
109.8
1,619.7
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1
0
0
0
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1
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0
0
0
1
1
1,267.8
66
509.4
164.028492
176.25204
509.4
0.004077
5.5
16.434406
249.258025
101,710.764263
0.4
38.5
BenignTraffic
1
39.304166
2,606,904.3
8.2
118.9
55.080032
55.080032
0
0
0
0
0
1
0
0
0
0
0
93.6
2,467.6
0
1
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0
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0
0
1
1
19,432.8
66
2,962
1,259.822725
760.359577
1,086.2
166,525,434.03605
13.5
50.301981
1,072.11464
575,982.765775
1
244.6
BenignTraffic
1
19.041057
36,944.2
15.9
63.6
32.644588
32.644588
0
0
0
0
0
0
0
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0
0
14.6
30.5
0
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0
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0
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1
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0
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1
1
303.8
50
61.2
54.478095
4.253406
55.6
0.005262
5.5
10.436657
6.015225
20.583583
0.9
38.5
BenignTraffic
1
0
0
47
64
42.765201
42.765201
0
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0
0
0
0
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6,216
592
592
592
0
592
83,693,848.335286
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
21.074173
1,012,257.4
6
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75.844148
75.844148
0
0
0
0
0
1
0
0
0
1.6
0
107.2
1,088.7
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1
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0
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1
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0
0
1
1
469
76.6
172
97.047063
36.803316
76.6
0.008661
5.5
13.813227
52.047748
1,549.669707
0.9
38.5
BenignTraffic
1
36.604447
20,966.6
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5.984876
5.984876
0
0
0
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142.6
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1
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1
1
2,662.8
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790
175.145442
241.765843
89.6
166,522,913.01138
13.5
18.67171
342.635536
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244.6
BenignTraffic
1
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552.78
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1
1
5,394.33
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884.1
515.908931
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516.5
83,647,389.145019
9.5
31.901302
277.530111
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141.55
Mirai-greip_flood
0
0
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38.383367
38.383367
0
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1
1
6,069
578
578
578
0
578
83,650,914.680708
9.5
34
0
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141.55
Mirai-greip_flood
0
0.097727
191,962.62
17
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3,559.473662
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0
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5,813.08
550.08
554
553.804
0.854344
550.08
83,707,351.655511
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0
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141.55
Mirai-udpplain
0
2.380526
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17
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0
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5,817
554
554
554
0
554
83,767,423.495837
9.5
33.286634
0
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0
141.55
Mirai-udpplain
0
0
0.8
46.23
63.36
2.712379
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6,148.04
554.76
592
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581.56
83,677,173.584375
9.5
34.289357
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141.55
Mirai-greeth_flood
0
0
0
47
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53.877775
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0
0
0
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6,069
578
578
578
0
578
83,573,985.927121
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
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0
47
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18.58753
18.58753
0
0
0
0
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1
6,216
592
592
592
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592
83,693,987.86569
9.5
34.409301
0
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141.55
Mirai-greeth_flood
0
0
0
47
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3.185336
3.185336
0
0
0
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1
1
6,216
592
592
592
0
592
83,681,524.606943
9.5
34.409301
0
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141.55
Mirai-greeth_flood
0
0
0
46.53
63.36
17.331023
17.331023
0
0
0
0
0
0
0
0
0
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1
1
6,141.52
517.52
592
585.894025
20.109027
586.68
83,702,645.821682
9.5
34.227618
28.478724
2,958.525717
0.14
141.55
Mirai-greeth_flood
0
0.512026
655,769.8
17
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2,279.832983
2,279.832983
0
0
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5,817
554
554
554
0
554
83,707,184.325644
9.5
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0
0
0
141.55
Mirai-udpplain
0
3.812719
1,196,917
16.32
61.44
557.159925
557.159925
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5,703.38
465.08
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544.6928
26.74329
534.24
83,707,283.655733
9.5
33.005721
37.333009
3,971.247955
0.18
141.55
Mirai-udpplain
0
0.001558
5.18
45.64
65.51
32.719075
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5,827.12
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550.46395
57.313393
564.16
83,663,867.024358
9.5
33.138567
81.136971
9,766.446219
0.35
141.55
Mirai-greip_flood
0
7.009887
807,550.2
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164.2
205.892883
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0
0
0
0
0
1
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0
0
1.8
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0
1
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0
0
1
0
0
0
0
1
1
5,422.8
66
2,527.6
983.991587
954.759065
713.8
0.001225
5.5
42.632301
1,350.233218
1,027,638.778044
0.9
38.5
BenignTraffic
1
0
0
47
64
50.075263
50.075263
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,216
592
592
592
0
592
83,677,315.134263
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
4.786151
2,644,970.64
16.89
65.91
995.91202
995.91202
0
0
0
0
0
0
0
0
0
0.05
0
0
0.02
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,767.4
504.4
554
550.682894
12.325484
549.04
83,767,413.247914
9.5
33.18498
17.468407
1,536.953928
0.1
141.55
Mirai-udpplain
0
0
2.22
46.4
64
377,489.626032
377,489.626032
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,922.84
502.4
578
565.590784
27.499704
567.92
83,663,519.178469
9.5
33.618334
38.939579
5,129.735278
0.15
141.55
Mirai-greip_flood
0
0
3.53
45.47
67.18
185.629741
185.629741
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,127.81
540.69
592
586.954797
14.815695
573.43
83,677,424.978709
9.5
34.257717
21.043575
2,257.644063
0.1
141.55
Mirai-greeth_flood
0
123.973438
6,097,619
8.2
198.4
53.899668
53.899668
0
0
0
0
0
1
0
0
0
1.6
0
220
5,850.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
967.8
50
66
62.360283
6.035613
63.6
166,522,867.767835
13.5
11.173466
8.460014
35.899923
1
244.6
BenignTraffic
1
0
0
47
64
33.830625
33.830625
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,586,097.31759
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
83.474076
96,890.4
9.3
106
7.745616
7.745616
0
0
0
0
0
1
0
0
0
0.1
0
268.3
569.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
2,000.6
66
288
129.614601
70.114474
123.6
166,519,983.09978
13.5
16.114595
99.253692
4,928.918165
1
244.6
BenignTraffic
1
0
0.58
46.59
63.78
55.477276
55.477276
0
0
0
0
0
0
0
0
0
0.01
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,975.4
484.4
578
567.091754
28.376335
572.8
83,647,028.753763
9.5
33.665464
40.169555
4,742.648106
0.18
141.55
Mirai-greip_flood
0
0.016208
38,294.82
16.23
75.7
6,094.231132
6,094.231132
0
0
0
0
0
0
0
0
0
0
0
0.08
0.42
0
0
0
0
0
0
0
0
1
0
0
0
1
1
6,093.01
490.61
688.4
577.15549
65.363789
564.31
83,759,017.090645
9.5
33.917819
92.606395
24,959.882134
0.19
141.55
Mirai-udpplain
0
2.851232
1,800,594.18
16.83
63.36
1,140.063448
1,140.063448
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,812.06
549.06
554
553.753
1.076648
549.06
83,789,291.121246
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
6.809464
5,287,099
17
64
1,401.502722
1,401.502722
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,759,247.345796
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
0.000827
6.09
44.65
65.7
49.303559
49.303559
0
0
0
0
0
0
0
0
0
0
0
0.02
0.03
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,816.69
458.76
580.16
557.096659
42.674072
553.55
83,573,781.020236
9.5
33.350092
60.442465
7,774.252039
0.35
141.55
Mirai-greip_flood
0
0.218667
372,986.04
17
64
3,153.751502
3,153.751502
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,789,022.67576
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
0
0
47
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,216
592
592
592
0
592
83,681,070.681471
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
0
0
47
64
1.982449
1.982449
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,216
592
592
592
0
592
83,693,987.637641
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
0
0
47
64
15.124474
15.124474
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,216
592
592
592
0
592
83,698,401.855184
9.5
34.409301
0
0
0
141.55
Mirai-greeth_flood
0
22.953662
1,026,445
4.8
151
78.979204
78.979204
0
0
0
0
0
1
0
0
0
1.2
0
152.1
1,181.4
0
1
0
0
0
0
0
1
0
0
0
0
1
1
367.8
63.6
75
66.410952
3.469408
73.8
0.006599
5.5
11.52284
4.906483
77.374039
0.4
38.5
BenignTraffic
1
0.007627
65.72
46.59
64
14.296554
14.296554
0
0
0
0
0
0
0
0
0
0.02
0
0.02
0.1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,110.8
486.8
586.74
573.075889
31.333754
586.74
83,681,254.116317
9.5
33.758336
44.352432
5,544.415249
0.19
141.55
Mirai-greeth_flood
0
51.641922
318,198.3
8.2
114.7
95.327593
95.327593
0
0
0
0
0
1
0
0
0
1.2
0
250.6
708.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
5,020
224.6
2,382.8
927.855
802.050708
827.4
0.005943
5.5
42.595551
1,134.270989
745,184.265163
0.9
38.5
BenignTraffic
1
0.034583
6.63
46.59
65.91
2.178729
2.178729
0
0
0
0
0
0
0
0
0
0.03
0
0.02
0.07
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,042.8
551.8
578
576.535364
6.013732
572.76
83,573,866.96337
9.5
33.955943
8.544362
730.781825
0.05
141.55
Mirai-greip_flood
0
0
3.5
46.7
64
338.810453
338.810453
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,191.8
567.8
592
590.381573
6.013643
589.58
83,677,536.975149
9.5
34.361741
8.522892
365.871203
0.1
141.55
Mirai-greeth_flood
0
4.646314
3,161,401
17
64
1,228.174965
1,228.174965
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,763,025.606943
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
0
0
47
64
8.480543
8.480543
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,663,890.437502
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
3.325506
2,546,268.74
16.73
66.55
5,698.423904
5,698.423904
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,500.01
448.7
538.64
512.664955
33.102389
528.76
83,711,553.546686
9.5
31.82682
46.395898
6,004.404126
0.19
141.55
Mirai-udpplain
0
4.208917
2,853,354.84
17
64
1,228.120954
1,228.120954
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,784,543.295888
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
1.006354
799,865.2
17
64
2,327.747874
2,327.747874
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,767,505.476995
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
20.97536
164,337.2
8.8
73.3
27.776697
27.776697
0
0
0
0
0
1
0
0
0
0.6
0
70.1
275.8
0
0
0
0
0
0
0
1
0
0
0
0
1
1
20,582.9
54
4,410
1,371.724271
1,137.807884
310.9
166,518,554.005697
13.5
52.214298
1,612.979126
1,302,450.669964
1
244.6
BenignTraffic
1
35.684647
61,084.9
7.1
133.6
18.182288
18.182288
0
0
0
0
0
1
0
0
0.3
1.4
0
157.7
336.2
0
1
0
0
0
0
0
1
0
0
0
0
1
1
879.1
66
443.4
124.470595
116.580716
380.8
0.010179
5.5
15.071145
164.87003
55,427.529818
0.8
38.5
BenignTraffic
1
23.073574
1,774,372.2
6
131.2
71.185318
71.185318
0
0
0
0
0
1
0
0
0
2
0
73
1,641.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
6,010.2
355.6
2,817.2
1,235.949524
929.962038
1,079.6
0.00097
5.5
49.183605
1,315.164927
978,983.368299
0.9
38.5
BenignTraffic
1
37.151957
1,108,903.9
7.1
149.3
33.15244
33.15244
0
0
0
0
0
1
0
0
0
0.8
0
102.1
1,114.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
11,599.9
56.4
7,246
772.732763
1,786.989645
77.8
166,521,165.537168
13.5
39.249347
2,532.32084
3,226,023.742491
1
244.6
BenignTraffic
1
0
0.92
46.7
64
72.695357
72.695357
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,181
557
592
589.91197
8.27321
587
83,677,053.725632
9.5
34.347432
11.73793
986.74488
0.07
141.55
Mirai-greeth_flood
0
0.017917
8.93
46.18
65.5
6.209526
6.209526
0
0
0
0
0
0
0
0
0
0
0
0.07
0.09
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,913.01
494.16
578
563.742216
30.041541
567.95
83,651,170.779637
9.5
33.559285
42.534196
5,761.166068
0.16
141.55
Mirai-greip_flood
0
0.872268
580,270.68
16.83
63.36
1,200.357511
1,200.357511
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,792.3
529.3
554
552.619217
5.669435
549.06
83,788,960.665489
9.5
33.244219
8.055181
649.49986
0.05
141.55
Mirai-udpplain
0
24.171419
449,050.5
6
62
38.08195
38.08195
0
0
0
0
0
1
0
0
0
0
0
467.5
920.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
363
66
66
66
0
66
0.002778
5.5
11.489125
0
0
0
38.5
BenignTraffic
1
16.717608
853,315.5
6
212.9
102.450106
102.450106
0
0
0
0
0
1
0
0
0
1.8
0
28.9
743.4
0
1
0
0
0
0
0
1
0
0
0
0
1
1
390
68.7
93
73.908214
9.374429
68.7
0.000633
5.5
12.145014
13.257445
100.543718
0.9
38.5
BenignTraffic
1
37.746225
1,063,321.7
6
63.5
71.024127
71.024127
0
0
0
0
0
1
0
0
0
1.6
0
120.8
1,085.6
0
1
0
0
0
0
0
1
0
0
0
0
1
1
7,956.3
527.4
2,286.5
1,421.96623
581.328139
1,716.3
0.000488
5.5
53.18936
822.122138
554,691.200387
0.7
38.5
BenignTraffic
1
7.88638
858,023
7.1
70.4
77.865054
77.865054
0
0
0
0
0
1
0
0
0
1.8
0
26.1
748.2
0
1
0
0
0
0
0
1
0
0
0
0
1
1
5,712.8
66
1,141.6
343.30972
388.034884
940.6
166,521,163.557348
13.5
25.481221
545.616062
182,202.543693
1
244.6
BenignTraffic
1
0.401276
653,443
17
64
2,939.087749
2,939.087749
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,707,380.881348
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
0
0
47
64
1.795447
1.795447
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,581,841.156793
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
52.647523
3,390,661.7
7.1
233.4
63.005149
63.005149
0
0
0
0
0
1
0
0
0
1.8
0
125.1
3,228.3
0
1
0
0
0
0
0
1
0
0
0
0
1
1
377.8
66
80.8
67.48
4.44
80.8
0.001516
5.5
11.611433
6.279108
197.136
0.1
38.5
BenignTraffic
1
0.105274
39.56
41.94
77.1
78,644.09858
78,644.09858
0
0
0
0
0
0
0
0
0
0.05
0
0.05
0.09
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,923.05
373.57
699.47
565.259984
89.495663
543.84
83,702,434.848001
9.5
33.536028
126.632763
19,197.27627
0.46
141.55
Mirai-greeth_flood
0
0
0.88
46.7
64
10.387237
10.387237
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,064.1
573.1
578
577.755
1.06793
573.1
83,663,578.446751
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
4.681648
3,313,715.39
16.89
63.78
1,265.527515
1,265.527515
0
0
0
0
0
0
0
0
0
0
0
0.01
0.01
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,794.77
540.39
554
552.840977
3.708312
545.04
83,789,210.611342
9.5
33.250397
5.288057
476.133009
0.03
141.55
Mirai-udpplain
0
0
0
47
64
95.081624
95.081624
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,581,524.744705
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
1.084123
1,694,741.4
16.83
63.36
2,821.574154
2,821.574154
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,797.24
534.24
554
552.927967
4.473651
549.06
83,784,683.881505
9.5
33.253627
6.364088
506.510016
0.04
141.55
Mirai-udpplain
0
0
0
47
64
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,069
578
578
578
0
578
83,573,914.304014
9.5
34
0
0
0
141.55
Mirai-greip_flood
0
54.043894
2,775,458
6
80.8
57.741161
57.741161
0
0
0
0
0
1
0
0
0
1.6
0
95.9
2,529.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
9,352
1,082
2,673.8
1,678.310278
545.877858
1,422.1
0.007105
5.5
57.811773
771.98787
506,817.32646
0.6
38.5
BenignTraffic
1
3.065129
2,634,255.38
17
63.81
1,537.492101
1,537.492101
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,796.84
533.84
554
552.906266
4.564211
548.96
83,767,605.405585
9.5
33.25295
6.492915
527.22405
0.04
141.55
Mirai-udpplain
0
0.026163
15.13
45.77
69.07
5.740377
5.740377
0
0
0
0
0
0
0
0
0
0
0
0.1
0.15
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,123.48
554.34
592
586.629868
12.732155
576.7
83,681,248.569056
9.5
34.246252
18.060768
2,354.647436
0.07
141.55
Mirai-greeth_flood
0
0.001518
4.57
46.18
65.68
49.291976
49.291976
0
0
0
0
0
0
0
0
0
0
0
0.03
0.05
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,996.47
537.04
578
573.584609
12.289988
568.37
83,574,037.528882
9.5
33.866008
17.427732
1,905.686659
0.08
141.55
Mirai-greip_flood
0
0.003683
7.28
44.32
65.71
17,204.021839
17,204.021839
0
0
0
0
0
0
0
0
0
0.01
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,550.64
482.8
554.69
514.862465
33.32288
549.29
83,702,387.623829
9.5
31.322501
47.154698
8,463.042859
0.19
141.55
Mirai-greeth_flood
0
26.009184
528,597.4
6
179.4
58.80038
58.80038
0
0
0
0
0
1
0
0
0
1.9
0
116.9
636
0
1
0
0
0
0
0
1
0
0
0
0
1
1
408
66
111
71.810714
15.008343
75
0.009408
5.5
11.973806
21.225003
453.177423
0.5
38.5
BenignTraffic
1
1.217904
873,381
17
64
1,294.394985
1,294.394985
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,784,878.83777
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
0
0
46.06
62.72
1.404346
1.404346
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,866.98
375.98
572.82
545.907417
61.71439
567.64
83,663,521.247585
9.5
32.928334
87.35574
10,754.09271
0.38
141.55
Mirai-greip_flood
0
2.149446
1,251,042.8
16.84
65.91
1,008.981502
1,008.981502
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,812.16
549.16
554
553.758
1.054854
549.16
83,762,941.454742
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
1.776057
3,761.3
13.7
68.2
40.658142
40.658142
0
0
0
0
0
0
0
0
0.1
0.1
0
6.2
13.5
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1,217.8
50
204
78.667784
41.498666
70.6
166,517,542.81417
13.5
12.549638
58.802429
1,732.509863
1
244.6
BenignTraffic
1
3.82151
4,193,214.92
17
64
1,979.485514
1,979.485514
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,707,275.237392
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
8.393463
10,287.9
6
96.9
73.256911
73.256911
0
0
0
0
0
1
0
0
0.3
1.7
0
11.2
24.2
0
1
0
0
0
0
0
1
0
0
0
0
1
1
9,913.8
66
1,643
638.727628
675.210284
818.1
166,516,672.324536
13.5
35.806844
955.416708
456,711.998197
1
244.6
BenignTraffic
1
70.079376
3,570,055.7
6
198
59.479935
59.479935
0
0
0
0
0
1
0
0
0
1.6
0
195.1
3,461
0
1
0
0
0
0
0
1
0
0
0
0
1
1
522
81.9
225
112.570595
55.204974
81.9
0.003928
5.5
14.798914
78.071622
3,486.756842
0.9
38.5
BenignTraffic
1
3.414709
827,000.12
17
64
438.77317
438.77317
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,789,123.510374
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
23.929376
1,119,020.3
6
213.8
107.041431
107.041431
0
0
0
0
0
1
0
0
0
1.8
0
173.5
1,246.6
0
1
0
0
0
0
0
1
0
0
0
0
1
1
363
66
66
66
0
66
0.006961
5.5
11.489125
0
0
0
38.5
BenignTraffic
1
82.32241
625,497
6
96.2
61.19833
61.19833
0
0
0
0
0
1
0
0
0
1
0
696.8
1,792.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
2,640.5
259.3
1,514
639.277103
451.123999
326.3
0.025115
5.5
34.660915
637.985677
228,535.715447
0.9
38.5
BenignTraffic
1
3.47868
2,055,063
17
64
1,066.350567
1,066.350567
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,817
554
554
554
0
554
83,763,363.730684
9.5
33.286634
0
0
0
141.55
Mirai-udpplain
0
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